
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_Cnvs_onlysig.48.4103/CNV2ClinicalAnalysis_nozzle_onlysig_focal.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Cnvs_onlysig.48.4103/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac-genepattern/jobResults/404300/all_lesions.conf_99.cnv.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPicker/SKCM-All_Samples/3215656/SKCM-All_Samples.clin.merged.picked.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=1", "-cQ=0.25", "-MF=ONLYSIG", "-oT=SKCM-All_Samples", "-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=SKCM-All_Samples"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  

nPatients in clinical file=211, in cluster file=288, common to both=202
[1]  51 202
[1] "Amp Peak  1(1p12) mutation analysis"
[1] 3
  AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE 
                         59                         143 
  AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE 
                         59                         143 
[1] "Amp Peak  2(1q44) mutation analysis"
[1] 3
  AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE 
                        106                          96 
  AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE 
                        106                          96 
[1] "Amp Peak  3(3p13) mutation analysis"
[1] 3
  AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE 
                         47                         155 
  AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE 
                         47                         155 
[1] "Amp Peak  4(4q12) mutation analysis"
[1] 3
  AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE 
                         33                         169 
  AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE 
                         33                         169 
[1] "Amp Peak  5(5p15.33) mutation analysis"
[1] 3
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                            53                            149 
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                            53                            149 
[1] "Amp Peak  6(5q35.3) mutation analysis"
[1] 3
  AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE 
                           24                           178 
  AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE 
                           24                           178 
[1] "Amp Peak  7(6p25.1) mutation analysis"
[1] 3
  AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE 
                          113                            89 
  AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE 
                          113                            89 
[1] "Amp Peak  8(6q12) mutation analysis"
[1] 3
  AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE 
                         39                         163 
  AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE 
                         39                         163 
[1] "Amp Peak  9(7p22.3) mutation analysis"
[1] 3
  AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE 
                          111                            91 
  AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE 
                          111                            91 
[1] "Amp Peak 10(7q34) mutation analysis"
[1] 3
  AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE 
                        118                          84 
  AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE 
                        118                          84 
[1] "Amp Peak 11(8q11.22) mutation analysis"
[1] 3
  AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE 
                            83                            119 
  AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE 
                            83                            119 
[1] "Amp Peak 12(8q24.3) mutation analysis"
[1] 3
  AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE 
                           97                           105 
  AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE 
                           97                           105 
[1] "Amp Peak 13(9p24.1) mutation analysis"
[1] 3
  AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE 
                           14                           188 
  AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE 
                           14                           188 
[1] "Amp Peak 14(11q13.3) mutation analysis"
[1] 3
  AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE 
                            30                            172 
  AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE 
                            30                            172 
[1] "Amp Peak 15(11q13.4) mutation analysis"
[1] 3
  AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE 
                            29                            173 
  AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE 
                            29                            173 
[1] "Amp Peak 16(12q15) mutation analysis"
[1] 3
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          26                          176 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          26                          176 
[1] "Amp Peak 17(13q31.3) mutation analysis"
[1] 3
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            53                            149 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            53                            149 
[1] "Amp Peak 18(15q24.3) mutation analysis"
[1] 3
  AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE 
                            60                            142 
  AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE 
                            60                            142 
[1] "Amp Peak 19(17q25.3) mutation analysis"
[1] 3
  AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE 
                            70                            132 
  AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE 
                            70                            132 
[1] "Amp Peak 20(19p13.2) mutation analysis"
[1] 3
  AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE 
                            38                            164 
  AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE 
                            38                            164 
[1] "Amp Peak 21(20q13.2) mutation analysis"
[1] 3
  AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE 
                           102                            100 
  AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE 
                           102                            100 
[1] "Amp Peak 22(22q13.2) mutation analysis"
[1] 3
  AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE 
                            88                            114 
  AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE 
                            88                            114 
[1] "Del Peak  1(1p36.31) mutation analysis"
[1] 3
  DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE 
                            54                            148 
  DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE 
                            54                            148 
[1] "Del Peak  2(1p22.1) mutation analysis"
[1] 3
  DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE 
                           53                           149 
  DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE 
                           53                           149 
[1] "Del Peak  3(2q37.3) mutation analysis"
[1] 3
  DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE 
                           48                           154 
  DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE 
                           48                           154 
[1] "Del Peak  4(3p26.1) mutation analysis"
[1] 3
  DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE 
                           30                           172 
  DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE 
                           30                           172 
[1] "Del Peak  5(3q23) mutation analysis"
[1] 3
  DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE 
                         25                         177 
  DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE 
                         25                         177 
[1] "Del Peak  6(4p16.3) mutation analysis"
[1] 3
  DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE 
                           41                           161 
  DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE 
                           41                           161 
[1] "Del Peak  7(4q34.3) mutation analysis"
[1] 3
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           53                           149 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           53                           149 
[1] "Del Peak  8(5q11.2) mutation analysis"
[1] 3
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           60                           142 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           60                           142 
[1] "Del Peak  9(5q31.3) mutation analysis"
[1] 3
  DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE 
                           78                           124 
  DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE 
                           78                           124 
[1] "Del Peak 10(6q16.3) mutation analysis"
[1] 3
  DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE 
                          112                            90 
  DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE 
                          112                            90 
[1] "Del Peak 11(6q26) mutation analysis"
[1] 3
  DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE 
                        117                          85 
  DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE 
                        117                          85 
[1] "Del Peak 12(6q27) mutation analysis"
[1] 3
  DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE 
                        116                          86 
  DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE 
                        116                          86 
[1] "Del Peak 13(8p23.3) mutation analysis"
[1] 3
  DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE 
                           51                           151 
  DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE 
                           51                           151 
[1] "Del Peak 14(9p23) mutation analysis"
[1] 3
  DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE 
                        141                          61 
  DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE 
                        141                          61 
[1] "Del Peak 15(9p21.3) mutation analysis"
[1] 3
  DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE 
                          160                            42 
  DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE 
                          160                            42 
[1] "Del Peak 16(10p15.3) mutation analysis"
[1] 3
  DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE 
                           109                             93 
  DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE 
                           109                             93 
[1] "Del Peak 17(10q23.31) mutation analysis"
[1] 3
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                            126                              76 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                            126                              76 
[1] "Del Peak 18(10q26.3) mutation analysis"
[1] 3
  DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE 
                           126                             76 
  DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE 
                           126                             76 
[1] "Del Peak 19(11q23.3) mutation analysis"
[1] 3
  DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE 
                           115                             87 
  DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE 
                           115                             87 
[1] "Del Peak 20(12q24.33) mutation analysis"
[1] 3
  DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE 
                             47                             155 
  DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE 
                             47                             155 
[1] "Del Peak 21(13q34) mutation analysis"
[1] 3
  DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE 
                          47                          155 
  DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE 
                          47                          155 
[1] "Del Peak 22(14q32.2) mutation analysis"
[1] 3
  DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE 
                            66                            136 
  DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE 
                            66                            136 
[1] "Del Peak 23(15q13.3) mutation analysis"
[1] 3
  DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE 
                            45                            157 
  DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE 
                            45                            157 
[1] "Del Peak 24(15q15.1) mutation analysis"
[1] 3
  DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE 
                            48                            154 
  DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE 
                            48                            154 
[1] "Del Peak 25(16p13.3) mutation analysis"
[1] 3
  DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE 
                            35                            167 
  DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE 
                            35                            167 
[1] "Del Peak 26(16q12.1) mutation analysis"
[1] 3
  DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE 
                            66                            136 
  DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE 
                            66                            136 
[1] "Del Peak 27(16q24.3) mutation analysis"
[1] 3
  DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE 
                            71                            131 
  DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE 
                            71                            131 
[1] "Del Peak 28(19p13.3) mutation analysis"
[1] 3
  DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE 
                            61                            141 
  DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE 
                            61                            141 
[1] "Del Peak 29(22q12.1) mutation analysis"
[1] 3
  DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE 
                            28                            174 
  DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE 
                            28                            174 
[1] "data2feature, selection=ALL"
 [1] "YEARSTOBIRTH"                          
 [2] "DAYSTODEATH"                           
 [3] "DAYSTOLASTFOLLOWUP"                    
 [4] "DAYSTOSUBMITTEDSPECIMENDX"             
 [5] "VITALSTATUS"                           
 [6] "DCCUPLOADDATE"                         
 [7] "PRIMARYSITEOFDESEASE"                  
 [8] "GENDER"                                
 [9] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
[10] "RADIATIONTHERAPY"                      
[11] "RADIATIONS.RADIATION.REGIMENINDICATION"
[12] "DISTANT.METASTASIS"                    
[13] "LYMPH.NODE.METASTASIS"                 
[14] "TUMOR.STAGECODE"                       
[15] "NEOPLASM.DISEASESTAGE"                 
[16] "BATCHNUMBER"                           

Input Data has 16 rows and 202 columns.

[1] "Batch" "16"   
[1] "Last Follow UP"
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 
          NA           NA           NA         3687           NA           NA 
TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK 
          NA           NA           NA           NA         1483           NA 
TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV 
          NA         2167           NA           NA           NA          653 
TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 
        4511         1513           82          194          237          345 
TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 
          98          118         1487           NA         3564           NA 
TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 
        5926           NA           NA         3265         1861           NA 
TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 
          NA          713           NA          870           NA         6553 
TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A299 TCGA-EB-A3HV 
         477           16           13           41           NA           39 
TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XD TCGA-EB-A3XE TCGA-EB-A3XF TCGA-EB-A3Y6 
          36            9           NA           NA            4           16 
TCGA-EB-A3Y7 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EB-A430 
          NA            8            3            6           12           NA 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 
          NA           NA           NA           NA           NA           NA 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D 
        3335         2399           NA           NA         1455           NA 
TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P 
        1205          979           NA         1349           NA         1716 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
        1136          440         1700        10523           NA           NA 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB 
          NA         2401          743           NA         1787         1446 
TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ 
        1315         9567         4134         5536          686         2717 
TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP 
        1664         1673         2296         2766         3101           NA 
TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
         435         1691          595         2042           NA         3931 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG 
          NA           NA           NA           NA           NA           NA 
TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM 
          NA           NA           NA         4403         6175           NA 
TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT 
          NA         7562           NA         3150         4150         1265 
TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE 
        1620          129         3733          786          112          813 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J 
          NA          714           NA           NA           NA           NA 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A19O TCGA-ER-A1A1 TCGA-ER-A3ET 
          NA           NA         1340           NA         2433         2443 
TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A3YO TCGA-FR-A44A 
        1010           NA          307         2448           NA         4885 
TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 
          NA           NA           NA           NA           NA           NA 
TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE 
          NA           NA           NA           NA           NA         1225 
TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FS-A1ZM 
          NA           NA           NA           NA           NA         3080 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT 
          NA           NA           NA           NA         4525         1617 
TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 
          NA         1505           NA           NA         2366           NA 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-FW-A3TV 
         378         1504            6          699         1446           NA 
TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 
           1           NA         3664           NA           NA         2577 
TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C 
          NA           NA           NA           NA           NA           NA 
TCGA-GN-A26D TCGA-HR-A2OG TCGA-HR-A2OH TCGA-IH-A3EA 
        1204           NA           NA          524 
Variable 1:'AGE':	nDistinctValues=67,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'DAYSTODEATH':	nDistinctValues=90,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 3:'DAYSTOLASTFOLLOWUP':	nDistinctValues=98,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'DAYSTOSUBMITTEDSPECIMENDX':	nDistinctValues=88,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 5:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 6:'DCCUPLOADDAY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 7:'PRIMARY.SITE.OF.DISEASE':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'GENDER':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'DAYOFINITIALPATHOLOGICDIAGNOSIS':	nDistinctValues=27,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 10:'RADIATION.THERAPY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 11:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'DISTANT.METASTASIS':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 13:'LYMPH.NODE.METASTASIS':	nDistinctValues=10,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 14:'TUMOR.STAGECODE':	nDistinctValues=15,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 15:'NEOPLASM.DISEASESTAGE':	nDistinctValues=13,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 16:'BATCH.NUMBER':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                                   
[2] "PRIMARY.SITE.OF.DISEASE"               
[3] "GENDER"                                
[4] "RADIATIONS.RADIATION.REGIMENINDICATION"
[5] "DISTANT.METASTASIS"                    
[6] "LYMPH.NODE.METASTASIS"                 
[7] "TUMOR.STAGECODE"                       
[8] "NEOPLASM.DISEASESTAGE"                 
[1] "TUMOR.?STAGE" "7"           
[1] "stage2"
vv
 T0  T1 T1A T1B  T2 T2A T2B  T3 T3A T3B  T4 T4A T4B TIS  TX 
  6   4  14   3  18  17   6   4  24  14   6   8  49   1  12 
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 202 columns, 1 survival variables, and 8 non-survival variables.
AGE, nv=67, binary=FALSE, numeric=TRUE
PRIMARY.SITE.OF.DISEASE, nv=4, binary=FALSE, numeric=FALSE
GENDER, nv=2, binary=FALSE, numeric=FALSE
RADIATIONS.RADIATION.REGIMENINDICATION, nv=2, binary=FALSE, numeric=FALSE
DISTANT.METASTASIS, nv=5, binary=FALSE, numeric=FALSE
LYMPH.NODE.METASTASIS, nv=10, binary=FALSE, numeric=FALSE
TUMOR.STAGECODE, nv=0, binary=FALSE, numeric=TRUE
NEOPLASM.DISEASESTAGE, nv=13, binary=FALSE, numeric=FALSE

Clustering(1) Variable = Amp Peak  1(1p12) mutation analysis
D1V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  1(1P12) MUTATED   25 31
  AMP PEAK  1(1P12) WILD-TYPE 75 61
  AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE 
                         56                         136 
  AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE 
                         31                          61 
$`AMP PEAK  1(1P12) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A2J6 TCGA-D3-A2JD TCGA-D3-A3MO TCGA-D9-A1X3 TCGA-D9-A3Z1 
       16.57        43.40        11.87         9.30         7.79        11.34 
TCGA-D9-A3Z3 TCGA-DA-A3F3 TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A41A TCGA-EE-A181 
        3.22        10.49         1.18         0.30         0.26        33.73 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E 
       26.86         4.93       109.64        47.84        13.97        39.62 
TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2GB TCGA-EE-A2GI 
        2.56        44.35        25.87        17.92        47.54        22.55 
TCGA-EE-A2GJ TCGA-EE-A2GL TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2MD TCGA-EE-A2MI 
       89.33        55.00        13.87        14.30        47.28       204.62 
TCGA-EE-A2MJ TCGA-EE-A2MM TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MU TCGA-EE-A3AB 
       96.23       167.87        43.23       103.56        53.26       122.73 
TCGA-EE-A3AD TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19L TCGA-ER-A3ET TCGA-ER-A3PL 
        3.68        23.47        12.59       131.08        80.32        33.21 
TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZQ 
       80.48       160.60        48.59        32.71        23.93       133.55 
TCGA-FS-A1ZU TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 
       26.56        50.14         0.20       117.93        10.09        64.41 
TCGA-GN-A26A TCGA-GN-A26C 
       32.48        26.99 

$`AMP PEAK  1(1P12) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 
      112.54        71.80       121.22        28.08        31.59        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE 
       23.77        48.76        12.10        58.03        71.24        60.23 
TCGA-D3-A3CF TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX 
       24.53        21.47       148.31        49.74         2.70         6.38 
TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 
        3.88        48.89        36.03       117.17        20.38       194.83 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA 
      176.55        35.93       107.34        61.18        53.92        65.92 
TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK 
       23.44        68.09        28.60       215.44        15.68         0.53 
TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41B 
        0.43         1.35         1.28         0.13         0.53         0.10 
TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A182 TCGA-EE-A20F 
        0.20         0.39        29.82         8.65        14.70        78.87 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29H TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q 
      168.26        63.32        32.19        18.58        56.42        37.35 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 
       14.47        55.89       345.96        46.82        78.94        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH 
       39.25        58.75        43.23       314.53       135.91       182.01 
TCGA-EE-A2GK TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GS TCGA-EE-A2GT 
       54.71        75.48        90.94       101.95        55.59        19.56 
TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC 
       67.13        21.67       129.24        28.80        19.76        61.51 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MN 
      103.27       103.17        16.96       144.76       203.01        47.54 
TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AE 
      248.61       136.44        41.59         4.24        25.84        26.73 
TCGA-EE-A3AF TCGA-EE-A3AH TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19M TCGA-ER-A19N 
       13.81       138.77        26.37         6.41        61.05        44.05 
TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z0 
       79.99        12.10        10.09       216.92       228.59       202.62 
TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC 
       20.91        28.08         7.76        27.68        48.85       357.37 
TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZJ TCGA-FS-A1ZM 
       53.52        40.27        15.45         9.70        47.38       101.26 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZW 
       24.00        74.73        11.41       148.77        53.16        49.48 
TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 
       27.06        27.02        77.79        12.43        49.45        22.98 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 
       47.54         0.03        76.41       120.46        15.35        84.72 
TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26D TCGA-IH-A3EA 
       62.76         5.59        39.58        17.23 

  AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE 
                       0.20                        0.03 
  AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE 
                     204.62                      357.37 
  AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE 
                     32.595                      47.100 
[1] "0.2 - 204.6 (32.6)" "0.0 - 357.4 (47.1)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  1(1P12) WILD-TYPE"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  1(1P12) MUTATED" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK  1(1P12) MUTATED"   "AMP PEAK  1(1P12) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  1(1P12) WILD-TYPE" "AMP PEAK  1(1P12) WILD-TYPE" 
[1] "hr=" "1.7"
D1V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  1(1P12) MUTATED                    8             6
  AMP PEAK  1(1P12) WILD-TYPE                 19            20
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  1(1P12) MUTATED                                                                                         13
  AMP PEAK  1(1P12) WILD-TYPE                                                                                       24
                             vv
clus                          REGIONAL LYMPH NODE
  AMP PEAK  1(1P12) MUTATED                    32
  AMP PEAK  1(1P12) WILD-TYPE                  80
D1V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  1(1P12) MUTATED
  DISTANT METASTASIS                                                                                               8
  PRIMARY TUMOR                                                                                                    6
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        13
  REGIONAL LYMPH NODE                                                                                             32
                                                                                          clus
vv                                                                                         AMP PEAK  1(1P12) WILD-TYPE
  DISTANT METASTASIS                                                                                                19
  PRIMARY TUMOR                                                                                                     20
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          24
  REGIONAL LYMPH NODE                                                                                               80
D1V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  1(1P12) MUTATED     20   39
  AMP PEAK  1(1P12) WILD-TYPE   56   87
        clus
vv       AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE
  FEMALE                        20                          56
  MALE                          39                          87
D1V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  1(1P12) MUTATED      2   57
  AMP PEAK  1(1P12) WILD-TYPE    1  142
     clus
vv    AMP PEAK  1(1P12) MUTATED AMP PEAK  1(1P12) WILD-TYPE
  NO                          2                           1
  YES                        57                         142
                             vv
clus                           M0  M1 M1A M1B M1C
  AMP PEAK  1(1P12) MUTATED    48   1   1   0   1
  AMP PEAK  1(1P12) WILD-TYPE 128   1   1   2   2
D1V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  1(1P12) MUTATED   30  0   5   5  0   2   3   2  4  1
  AMP PEAK  1(1P12) WILD-TYPE 80  2   3  12  1   3  11   4 15  4
D1V7, multiclass
D1V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  1(1P12) MUTATED             1       4        3        6        8
  AMP PEAK  1(1P12) WILD-TYPE           3      13        7        9       12
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  1(1P12) MUTATED           1         2         4         1
  AMP PEAK  1(1P12) WILD-TYPE         8         8        19         8
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  1(1P12) MUTATED            5          5          8        3
  AMP PEAK  1(1P12) WILD-TYPE          2         16         19        4
D1V9, multiclass

Clustering(2) Variable = Amp Peak  2(1q44) mutation analysis
D2V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  2(1Q44) MUTATED   57 44
  AMP PEAK  2(1Q44) WILD-TYPE 43 48
  AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE 
                        101                          91 
  AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE 
                         44                          48 
$`AMP PEAK  2(1Q44) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD 
       16.57       121.22        28.08        65.49        23.77        11.87 
TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z1 
       60.23         9.30        21.47         2.70         6.38        11.34 
TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I4 
        3.22         3.88       117.17        20.38       194.83        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F3 TCGA-DA-A3F5 
      107.34        61.18        65.92        68.09        10.49       215.44 
TCGA-EB-A24D TCGA-EB-A3XB TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EE-A17Z 
        1.35         1.18         0.53         0.26         0.10         8.65 
TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29D 
       33.73        14.70         4.93       109.64       168.26        13.97 
TCGA-EE-A29E TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29P TCGA-EE-A29R TCGA-EE-A29T 
       39.62         2.56        44.35        56.42        14.47       345.96 
TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GD TCGA-EE-A2GE 
       78.94        24.43        58.75        47.54       314.53       135.91 
TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO 
      182.01        22.55        89.33        75.48        90.94       101.95 
TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2M7 TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MN 
       55.59        67.13        28.80        96.23       203.01        47.54 
TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU 
      248.61        43.23       103.56       136.44        41.59        53.26 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D 
      122.73        25.84         3.68        23.47       138.77        12.59 
TCGA-ER-A19F TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YX 
       26.37        80.32        33.21        80.48       160.60        48.59 
TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1ZC TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZJ 
      202.62        20.91       357.37        15.45        32.71        47.38 
TCGA-FS-A1ZK TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZT TCGA-FS-A1ZU 
       23.93        24.00        74.73       133.55        53.16        26.56 
TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-GF-A2C7 
       27.06        27.02        77.79        49.45         0.20         0.03 
TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D 
       10.09        64.41        32.48        26.99        39.58 

$`AMP PEAK  2(1Q44) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A2JK 
      112.54        71.80        31.59        43.40        48.76        12.10 
TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CF TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1X3 
       58.03        71.24        24.53       148.31        49.74         7.79 
TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1I2 TCGA-DA-A1I8 TCGA-DA-A1IB TCGA-DA-A3F2 
       48.89        36.03       176.55        53.92        23.44        28.60 
TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XC TCGA-EB-A3XF 
       15.68         0.53         0.43         1.28         0.30         0.13 
TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A183 TCGA-EE-A20F TCGA-EE-A29A 
        0.20         0.39        29.82        26.86        78.87        63.32 
TCGA-EE-A29C TCGA-EE-A29H TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29V 
       47.84        32.19        18.58        37.35        55.89        25.87 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A5 TCGA-EE-A2GC TCGA-EE-A2GK TCGA-EE-A2GL 
       17.92        46.82        39.25        43.23        54.71        55.00 
TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GT TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M8 
       13.87        14.30        19.56        21.67       129.24        19.76 
TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI 
       61.51        47.28       103.27       103.17        16.96       204.62 
TCGA-EE-A2MK TCGA-EE-A2MM TCGA-EE-A3AA TCGA-EE-A3AE TCGA-EE-A3AF TCGA-ER-A19J 
      144.76       167.87         4.24        26.73        13.81         6.41 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 
      131.08        61.05        44.05        79.99        12.10        10.09 
TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB 
      216.92       228.59        28.08         7.76        27.68        48.85 
TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZM TCGA-FS-A1ZR TCGA-FS-A1ZS 
       53.52        40.27         9.70       101.26        11.41       148.77 
TCGA-FS-A1ZW TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GN-A261 
       49.48        50.14        12.43        22.98        47.54        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A268 TCGA-GN-A269 
      120.46        15.35       117.93        84.72        62.76         5.59 
TCGA-IH-A3EA 
       17.23 

  AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE 
                       0.03                        0.13 
  AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE 
                     357.37                      228.59 
  AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE 
                      41.59                       40.27 
[1] "0.0 - 357.4 (41.6)" "0.1 - 228.6 (40.3)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  2(1Q44) WILD-TYPE"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
"AMP PEAK  2(1Q44) WILD-TYPE" "AMP PEAK  2(1Q44) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK  2(1Q44) MUTATED"   "AMP PEAK  2(1Q44) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK  2(1Q44) MUTATED" "AMP PEAK  2(1Q44) WILD-TYPE" 
[1] "hr=" "1.4"
D2V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  2(1Q44) MUTATED                   17            12
  AMP PEAK  2(1Q44) WILD-TYPE                 10            14
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  2(1Q44) MUTATED                                                                                         23
  AMP PEAK  2(1Q44) WILD-TYPE                                                                                       14
                             vv
clus                          REGIONAL LYMPH NODE
  AMP PEAK  2(1Q44) MUTATED                    54
  AMP PEAK  2(1Q44) WILD-TYPE                  58
D2V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  2(1Q44) MUTATED
  DISTANT METASTASIS                                                                                              17
  PRIMARY TUMOR                                                                                                   12
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        23
  REGIONAL LYMPH NODE                                                                                             54
                                                                                          clus
vv                                                                                         AMP PEAK  2(1Q44) WILD-TYPE
  DISTANT METASTASIS                                                                                                10
  PRIMARY TUMOR                                                                                                     14
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          14
  REGIONAL LYMPH NODE                                                                                               58
D2V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  2(1Q44) MUTATED     44   62
  AMP PEAK  2(1Q44) WILD-TYPE   32   64
        clus
vv       AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE
  FEMALE                        44                          32
  MALE                          62                          64
D2V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  2(1Q44) MUTATED      1  105
  AMP PEAK  2(1Q44) WILD-TYPE    2   94
     clus
vv    AMP PEAK  2(1Q44) MUTATED AMP PEAK  2(1Q44) WILD-TYPE
  NO                          1                           2
  YES                       105                          94
                             vv
clus                          M0 M1 M1A M1B M1C
  AMP PEAK  2(1Q44) MUTATED   92  1   2   1   2
  AMP PEAK  2(1Q44) WILD-TYPE 84  1   0   1   1
D2V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  2(1Q44) MUTATED   56  0   5  10  0   4   5   4 11  4
  AMP PEAK  2(1Q44) WILD-TYPE 54  2   3   7  1   1   9   2  8  1
D2V7, multiclass
D2V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  2(1Q44) MUTATED             2       8        6        9       12
  AMP PEAK  2(1Q44) WILD-TYPE           2       9        4        6        8
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  2(1Q44) MUTATED           2         5        10         3
  AMP PEAK  2(1Q44) WILD-TYPE         7         5        13         6
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  2(1Q44) MUTATED            6         12         15        5
  AMP PEAK  2(1Q44) WILD-TYPE          1          9         12        2
D2V9, multiclass

Clustering(3) Variable = Amp Peak  3(3p13) mutation analysis
D3V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  3(3P13) MUTATED   25 19
  AMP PEAK  3(3P13) WILD-TYPE 75 73
  AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE 
                         44                         148 
  AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE 
                         19                          73 
$`AMP PEAK  3(3P13) MUTATED`
TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D3-A3CE 
       31.59        65.49        11.87        48.76        71.24        60.23 
TCGA-D3-A3MV TCGA-DA-A1HW TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1IA TCGA-DA-A3F5 
       21.47        36.03        35.93       107.34        65.92       215.44 
TCGA-DA-A3F8 TCGA-EB-A24C TCGA-EB-A41B TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A29H 
       15.68         0.43         0.10       109.64        78.87        32.19 
TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29R TCGA-EE-A29T TCGA-EE-A2GH TCGA-EE-A2GI 
        2.56        44.35        14.47       345.96       182.01        22.55 
TCGA-EE-A2GN TCGA-EE-A2GP TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2MP TCGA-EE-A2MU 
       90.94        13.87        21.67       129.24       248.61        53.26 
TCGA-EE-A3AE TCGA-ER-A19M TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A44A TCGA-FS-A1Z0 
       26.73        61.05        80.32        33.21       160.60       202.62 
TCGA-FS-A1ZA TCGA-FS-A1ZK TCGA-FS-A4F2 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 
       27.68        23.93        50.14       117.93        84.72        10.09 
TCGA-GN-A268 TCGA-GN-A26C 
       62.76        26.99 

$`AMP PEAK  3(3P13) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 
       16.57       112.54        71.80       121.22        28.08        43.40 
TCGA-D3-A2J9 TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A148 
       23.77        12.10        58.03        24.53         9.30       148.31 
TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 
       49.74         2.70         6.38         7.79        11.34         3.22 
TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 
        3.88        48.89       117.17        20.38       194.83       176.55 
TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 
       61.18        53.92        23.44        68.09        28.60        10.49 
TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF 
        0.53         1.35         1.28         1.18         0.30         0.13 
TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z 
        0.53         0.26         0.20         0.39        29.82         8.65 
TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20H TCGA-EE-A29A 
       33.73        14.70        26.86         4.93       168.26        63.32 
TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q 
       47.84        13.97        39.62        18.58        56.42        37.35 
TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 
       55.89        25.87        17.92        46.82        78.94        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE 
       39.25        58.75        47.54        43.23       314.53       135.91 
TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GO TCGA-EE-A2GR 
       89.33        54.71        55.00        75.48       101.95        14.30 
TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC 
       55.59        19.56        67.13        28.80        19.76        61.51 
TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ 
       47.28       103.27       103.17        16.96       204.62        96.23 
TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR 
      144.76       203.01       167.87        47.54        43.23       103.56 
TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD 
      136.44        41.59         4.24       122.73        25.84         3.68 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J 
       13.81        23.47       138.77        12.59        26.37         6.41 
TCGA-ER-A19L TCGA-ER-A19N TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN 
      131.08        44.05        79.99        12.10        10.09        80.48 
TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 
      216.92        48.59       228.59        20.91        28.08         7.76 
TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG 
       48.85       357.37        53.52        40.27        15.45         9.70 
TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ 
       32.71        47.38       101.26        24.00        74.73       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY 
       11.41       148.77        53.16        26.56        49.48        27.06 
TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 
       27.02        77.79        12.43        49.45         0.20        22.98 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A267 
       47.54         0.03        76.41       120.46        15.35        64.41 
TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26D TCGA-IH-A3EA 
        5.59        32.48        39.58        17.23 

  AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE 
                       0.10                        0.03 
  AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE 
                     345.96                      357.37 
  AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE 
                      49.45                       39.60 
[1] "0.1 - 346.0 (49.5)" "0.0 - 357.4 (39.6)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  3(3P13) MUTATED"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  3(3P13) MUTATED" "AMP PEAK  3(3P13) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  3(3P13) WILD-TYPE"   "AMP PEAK  3(3P13) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  3(3P13) WILD-TYPE" "AMP PEAK  3(3P13) WILD-TYPE" 
[1] "hr=" "1.4"
D3V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  3(3P13) MUTATED                   10             4
  AMP PEAK  3(3P13) WILD-TYPE                 17            22
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  3(3P13) MUTATED                                                                                         10
  AMP PEAK  3(3P13) WILD-TYPE                                                                                       27
                             vv
clus                          REGIONAL LYMPH NODE
  AMP PEAK  3(3P13) MUTATED                    23
  AMP PEAK  3(3P13) WILD-TYPE                  89
D3V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  3(3P13) MUTATED
  DISTANT METASTASIS                                                                                              10
  PRIMARY TUMOR                                                                                                    4
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        10
  REGIONAL LYMPH NODE                                                                                             23
                                                                                          clus
vv                                                                                         AMP PEAK  3(3P13) WILD-TYPE
  DISTANT METASTASIS                                                                                                17
  PRIMARY TUMOR                                                                                                     22
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          27
  REGIONAL LYMPH NODE                                                                                               89
D3V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  3(3P13) MUTATED     23   24
  AMP PEAK  3(3P13) WILD-TYPE   53  102
        clus
vv       AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE
  FEMALE                        23                          53
  MALE                          24                         102
D3V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  3(3P13) MUTATED      1   46
  AMP PEAK  3(3P13) WILD-TYPE    2  153
     clus
vv    AMP PEAK  3(3P13) MUTATED AMP PEAK  3(3P13) WILD-TYPE
  NO                          1                           2
  YES                        46                         153
                             vv
clus                           M0  M1 M1A M1B M1C
  AMP PEAK  3(3P13) MUTATED    41   0   1   0   1
  AMP PEAK  3(3P13) WILD-TYPE 135   2   1   2   2
D3V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  3(3P13) MUTATED   25  0   2   5  0   3   3   1  2  2
  AMP PEAK  3(3P13) WILD-TYPE 85  2   6  12  1   2  11   5 17  3
D3V7, multiclass
D3V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  3(3P13) MUTATED             1       4        6        3        4
  AMP PEAK  3(3P13) WILD-TYPE           3      13        4       12       16
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  3(3P13) MUTATED           1         1         4         1
  AMP PEAK  3(3P13) WILD-TYPE         8         9        19         8
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  3(3P13) MUTATED            1          9          5        2
  AMP PEAK  3(3P13) WILD-TYPE          6         12         22        5
D3V9, multiclass

Clustering(4) Variable = Amp Peak  4(4q12) mutation analysis
D4V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  4(4Q12) MUTATED   19 14
  AMP PEAK  4(4Q12) WILD-TYPE 81 78
  AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE 
                         33                         159 
  AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE 
                         14                          78 
$`AMP PEAK  4(4Q12) MUTATED`
TCGA-D3-A1Q8 TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D9-A3Z3 TCGA-DA-A1HV TCGA-DA-A1HW 
       28.08        58.03        60.23         3.22        48.89        36.03 
TCGA-DA-A1I1 TCGA-DA-A1IB TCGA-DA-A3F5 TCGA-EB-A3XB TCGA-EE-A181 TCGA-EE-A20F 
      194.83        23.44       215.44         1.18        33.73        78.87 
TCGA-EE-A29D TCGA-EE-A29P TCGA-EE-A2GB TCGA-EE-A2GI TCGA-EE-A2GP TCGA-EE-A2MJ 
       13.97        56.42        47.54        22.55        13.87        96.23 
TCGA-EE-A2MP TCGA-EE-A2MR TCGA-EE-A3AA TCGA-EE-A3AD TCGA-ER-A3ET TCGA-ER-A3PL 
      248.61       103.56         4.24         3.68        80.32        33.21 
TCGA-FR-A3YN TCGA-FS-A1YX TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZU 
       80.48        48.59        47.38        23.93       101.26        26.56 
TCGA-GN-A264 TCGA-GN-A268 TCGA-GN-A26D 
      117.93        62.76        39.58 

$`AMP PEAK  4(4Q12) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J6 
       16.57       112.54        71.80       121.22        31.59        43.40 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3CC 
       65.49        23.77        11.87        48.76        12.10        71.24 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW 
       24.53         9.30        21.47       148.31        49.74         2.70 
TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HY TCGA-DA-A1I0 
        6.38         7.79        11.34         3.88       117.17        20.38 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA 
      176.55        35.93       107.34        61.18        53.92        65.92 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C 
       68.09        28.60        10.49        15.68         0.53         0.43 
TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A 
        1.35         1.28         0.30         0.13         0.53         0.26 
TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A182 
        0.10         0.20         0.39        29.82         8.65        14.70 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C 
       26.86         4.93       109.64       168.26        63.32        47.84 
TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29Q 
       39.62        32.19         2.56        44.35        18.58        37.35 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 
       14.47        55.89       345.96        25.87        17.92        46.82 
TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GC TCGA-EE-A2GD 
       78.94        24.43        39.25        58.75        43.23       314.53 
TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM 
      135.91       182.01        89.33        54.71        55.00        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU 
       90.94       101.95        14.30        55.59        19.56        67.13 
TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD 
       21.67       129.24        28.80        19.76        61.51        47.28 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2ML 
      103.27       103.17        16.96       204.62       144.76       203.01 
TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU 
      167.87        47.54        43.23       136.44        41.59        53.26 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH 
      122.73        25.84        26.73        13.81        23.47       138.77 
TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N 
       12.59        26.37         6.41       131.08        61.05        44.05 
TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YY 
       79.99        12.10        10.09       160.60       216.92       228.59 
TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB 
      202.62        20.91        28.08         7.76        27.68        48.85 
TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH 
      357.37        53.52        40.27        15.45         9.70        32.71 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT 
       24.00        74.73       133.55        11.41       148.77        53.16 
TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 
       49.48        27.06        27.02        77.79        50.14        12.43 
TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 
       49.45         0.20        22.98        47.54         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A269 
      120.46        15.35        84.72        10.09        64.41         5.59 
TCGA-GN-A26A TCGA-GN-A26C TCGA-IH-A3EA 
       32.48        26.99        17.23 

  AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE 
                       1.18                        0.03 
  AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE 
                     248.61                      357.37 
  AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE 
                      47.54                       39.62 
[1] "1.2 - 248.6 (47.5)" "0.0 - 357.4 (39.6)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK  4(4Q12) MUTATED"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "AMP PEAK  4(4Q12) MUTATED"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK  4(4Q12) MUTATED"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "AMP PEAK  4(4Q12) MUTATED"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK  4(4Q12) MUTATED"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "AMP PEAK  4(4Q12) MUTATED"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  4(4Q12) WILD-TYPE"   "AMP PEAK  4(4Q12) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  4(4Q12) WILD-TYPE" "AMP PEAK  4(4Q12) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK  4(4Q12) MUTATED" "AMP PEAK  4(4Q12) WILD-TYPE" 
[1] "hr=" "1.3"
D4V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  4(4Q12) MUTATED                    2             1
  AMP PEAK  4(4Q12) WILD-TYPE                 25            25
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  4(4Q12) MUTATED                                                                                          6
  AMP PEAK  4(4Q12) WILD-TYPE                                                                                       31
                             vv
clus                          REGIONAL LYMPH NODE
  AMP PEAK  4(4Q12) MUTATED                    24
  AMP PEAK  4(4Q12) WILD-TYPE                  88
D4V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  4(4Q12) MUTATED
  DISTANT METASTASIS                                                                                               2
  PRIMARY TUMOR                                                                                                    1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                         6
  REGIONAL LYMPH NODE                                                                                             24
                                                                                          clus
vv                                                                                         AMP PEAK  4(4Q12) WILD-TYPE
  DISTANT METASTASIS                                                                                                25
  PRIMARY TUMOR                                                                                                     25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          31
  REGIONAL LYMPH NODE                                                                                               88
D4V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  4(4Q12) MUTATED     14   19
  AMP PEAK  4(4Q12) WILD-TYPE   62  107
        clus
vv       AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE
  FEMALE                        14                          62
  MALE                          19                         107
D4V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  4(4Q12) MUTATED      0   33
  AMP PEAK  4(4Q12) WILD-TYPE    3  166
     clus
vv    AMP PEAK  4(4Q12) MUTATED AMP PEAK  4(4Q12) WILD-TYPE
  NO                          0                           3
  YES                        33                         166
                             vv
clus                           M0  M1 M1A M1B M1C
  AMP PEAK  4(4Q12) MUTATED    27   0   1   1   0
  AMP PEAK  4(4Q12) WILD-TYPE 149   2   1   1   3
D4V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  4(4Q12) MUTATED   16  0   3   4  0   0   2   1  3  1
  AMP PEAK  4(4Q12) WILD-TYPE 94  2   5  13  1   5  12   5 16  4
D4V7, multiclass
D4V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  4(4Q12) MUTATED             0       4        1        2        5
  AMP PEAK  4(4Q12) WILD-TYPE           4      13        9       13       15
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  4(4Q12) MUTATED           0         1         3         2
  AMP PEAK  4(4Q12) WILD-TYPE         9         9        20         7
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  4(4Q12) MUTATED            2          4          4        2
  AMP PEAK  4(4Q12) WILD-TYPE          5         17         23        5
D4V9, multiclass

Clustering(5) Variable = Amp Peak  5(5p15.33) mutation analysis
D5V1, survival
                                sevent
clus2                             0  1
  AMP PEAK  5(5P15.33) MUTATED   32 19
  AMP PEAK  5(5P15.33) WILD-TYPE 68 73
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                            51                            141 
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                            19                             73 
$`AMP PEAK  5(5P15.33) MUTATED`
TCGA-D3-A1Q9 TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CF 
       31.59        48.76        12.10        58.03        71.24        24.53 
TCGA-D9-A148 TCGA-D9-A1JW TCGA-D9-A1X3 TCGA-DA-A1HV TCGA-DA-A1I2 TCGA-DA-A3F3 
      148.31         2.70         7.79        48.89       176.55        10.49 
TCGA-DA-A3F5 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3Y6 TCGA-EB-A42Y 
      215.44         0.53         1.35         1.28         0.53         0.20 
TCGA-EE-A181 TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29M 
       33.73       109.64       168.26        13.97        39.62        44.35 
TCGA-EE-A29T TCGA-EE-A2A0 TCGA-EE-A2GM TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2MP 
      345.96        46.82        75.48       129.24        28.80       248.61 
TCGA-EE-A2MS TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AG 
      136.44         4.24       122.73         3.68        26.73        23.47 
TCGA-EE-A3AH TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3PL TCGA-FR-A44A TCGA-FS-A1YX 
      138.77        61.05        44.05        33.21       160.60        48.59 
TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZK TCGA-FS-A1ZQ TCGA-FS-A1ZY TCGA-FW-A3TU 
       40.27         9.70        23.93       133.55        27.06        47.54 
TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A26D 
      117.93        84.72        39.58 

$`AMP PEAK  5(5P15.33) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 
       16.57       112.54        71.80       121.22        28.08        43.40 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D3-A3MV 
       65.49        23.77        11.87        60.23         9.30        21.47 
TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HW 
       49.74         6.38        11.34         3.22         3.88        36.03 
TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 
      117.17        20.38       194.83        35.93       107.34        61.18 
TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F8 
       53.92        65.92        23.44        68.09        28.60        15.68 
TCGA-EB-A24C TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A41B 
        0.43         1.18         0.30         0.13         0.26         0.10 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 
        0.39        29.82         8.65        14.70        26.86         4.93 
TCGA-EE-A20F TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29N 
       78.87        63.32        47.84        32.19         2.56        18.58 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A29X 
       56.42        37.35        14.47        55.89        25.87        17.92 
TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC 
       78.94        24.43        39.25        58.75        47.54        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
      314.53       135.91       182.01        22.55        89.33        54.71 
TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS 
       55.00        90.94       101.95        13.87        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD 
       19.56        67.13        21.67        19.76        61.51        47.28 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK 
      103.27       103.17        16.96       204.62        96.23       144.76 
TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MT 
      203.01       167.87        47.54        43.23       103.56        41.59 
TCGA-EE-A2MU TCGA-EE-A3AC TCGA-EE-A3AF TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J 
       53.26        25.84        13.81        12.59        26.37         6.41 
TCGA-ER-A19L TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN 
      131.08        79.99        80.32        12.10        10.09        80.48 
TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 
      216.92       228.59       202.62        20.91        28.08         7.76 
TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZH 
       27.68        48.85       357.37        53.52        15.45        32.71 
TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS 
       47.38       101.26        24.00        74.73        11.41       148.77 
TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 
       53.16        26.56        49.48        27.02        77.79        50.14 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 
       12.43        49.45         0.20        22.98         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 
      120.46        15.35        10.09        64.41        62.76         5.59 
TCGA-GN-A26A TCGA-GN-A26C TCGA-IH-A3EA 
       32.48        26.99        17.23 

  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                          0.20                           0.03 
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                        345.96                         357.37 
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                         44.05                          39.25 
[1] "0.2 - 346.0 (44.0)" "0.0 - 357.4 (39.2)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
[1] "hr=" "1.6"
D5V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  5(5P15.33) MUTATED                    7             7
  AMP PEAK  5(5P15.33) WILD-TYPE                 20            19
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  5(5P15.33) MUTATED                                                                                          7
  AMP PEAK  5(5P15.33) WILD-TYPE                                                                                       30
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK  5(5P15.33) MUTATED                    32
  AMP PEAK  5(5P15.33) WILD-TYPE                  80
D5V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  5(5P15.33) MUTATED
  DISTANT METASTASIS                                                                                                  7
  PRIMARY TUMOR                                                                                                       7
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            7
  REGIONAL LYMPH NODE                                                                                                32
                                                                                          clus
vv                                                                                         AMP PEAK  5(5P15.33) WILD-TYPE
  DISTANT METASTASIS                                                                                                   20
  PRIMARY TUMOR                                                                                                        19
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             30
  REGIONAL LYMPH NODE                                                                                                  80
D5V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK  5(5P15.33) MUTATED     20   33
  AMP PEAK  5(5P15.33) WILD-TYPE   56   93
        clus
vv       AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  FEMALE                           20                             56
  MALE                             33                             93
D5V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK  5(5P15.33) MUTATED      1   52
  AMP PEAK  5(5P15.33) WILD-TYPE    2  147
     clus
vv    AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  NO                             1                              2
  YES                           52                            147
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK  5(5P15.33) MUTATED    41   0   1   1   0
  AMP PEAK  5(5P15.33) WILD-TYPE 135   2   1   1   3
D5V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  5(5P15.33) MUTATED   29  0   0   3  0   2   7   0  3  1
  AMP PEAK  5(5P15.33) WILD-TYPE 81  2   8  14  1   3   7   6 16  4
D5V7, multiclass
D5V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  5(5P15.33) MUTATED             1       4        2        3        7
  AMP PEAK  5(5P15.33) WILD-TYPE           3      13        8       12       13
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  5(5P15.33) MUTATED           2         1         8         0
  AMP PEAK  5(5P15.33) WILD-TYPE         7         9        15         9
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  5(5P15.33) MUTATED            0          6          6        1
  AMP PEAK  5(5P15.33) WILD-TYPE          7         15         21        6
D5V9, multiclass

Clustering(6) Variable = Amp Peak  6(5q35.3) mutation analysis
D6V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  6(5Q35.3) MUTATED   15  9
  AMP PEAK  6(5Q35.3) WILD-TYPE 85 83
  AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE 
                           24                           168 
  AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE 
                            9                            83 
$`AMP PEAK  6(5Q35.3) MUTATED`
TCGA-D3-A2JF TCGA-D3-A3CF TCGA-D9-A148 TCGA-D9-A1JW TCGA-DA-A1IA TCGA-EB-A24D 
       48.76        24.53       148.31         2.70        65.92         1.35 
TCGA-EB-A3Y6 TCGA-EE-A182 TCGA-EE-A20H TCGA-EE-A29H TCGA-EE-A29R TCGA-EE-A29T 
        0.53        14.70       168.26        32.19        14.47       345.96 
TCGA-EE-A2GJ TCGA-EE-A2MS TCGA-EE-A2MT TCGA-ER-A19F TCGA-ER-A3ET TCGA-ER-A3PL 
       89.33       136.44        41.59        26.37        80.32        33.21 
TCGA-FS-A1YX TCGA-FS-A1ZD TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FW-A3I3 TCGA-FW-A3TU 
       48.59        53.52        47.38        23.93         0.20        47.54 

$`AMP PEAK  6(5Q35.3) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 
       16.57       112.54        71.80       121.22        28.08        31.59 
TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 
       43.40        65.49        23.77        11.87        12.10        58.03 
TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A149 TCGA-D9-A1JX 
       71.24        60.23         9.30        21.47        49.74         6.38 
TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW 
        7.79        11.34         3.22         3.88        48.89        36.03 
TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 
      117.17        20.38       194.83       176.55        35.93       107.34 
TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 
       61.18        53.92        23.44        68.09        28.60        10.49 
TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XB 
      215.44        15.68         0.53         0.43         1.28         1.18 
TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z 
        0.30         0.13         0.26         0.10         0.20         0.39 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B 
       29.82         8.65        33.73        26.86         4.93       109.64 
TCGA-EE-A20F TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29L 
       78.87        63.32        47.84        13.97        39.62         2.56 
TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29V 
       44.35        18.58        56.42        37.35        55.89        25.87 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 
       17.92        46.82        78.94        24.43        39.25        58.75 
TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI 
       47.54        43.23       314.53       135.91       182.01        22.55 
TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP 
       54.71        55.00        75.48        90.94       101.95        13.87 
TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
       14.30        55.59        19.56        67.13        21.67       129.24 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG 
       28.80        19.76        61.51        47.28       103.27       103.17 
TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM 
       16.96       204.62        96.23       144.76       203.01       167.87 
TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MU TCGA-EE-A3AA 
       47.54       248.61        43.23       103.56        53.26         4.24 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG 
      122.73        25.84         3.68        26.73        13.81        23.47 
TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N 
      138.77        12.59         6.41       131.08        61.05        44.05 
TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW 
       79.99        12.10        10.09        80.48       160.60       216.92 
TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA 
      228.59       202.62        20.91        28.08         7.76        27.68 
TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH 
       48.85       357.37        40.27        15.45         9.70        32.71 
TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS 
      101.26        24.00        74.73       133.55        11.41       148.77 
TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 
       53.16        26.56        49.48        27.06        27.02        77.79 
TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 
       50.14        12.43        49.45        22.98         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 
      120.46        15.35       117.93        84.72        10.09        64.41 
TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       62.76         5.59        32.48        26.99        39.58        17.23 

  AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE 
                         0.20                          0.03 
  AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE 
                       345.96                        357.37 
  AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE 
                       44.485                        39.945 
[1] "0.2 - 346.0 (44.5)" "0.0 - 357.4 (39.9)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK  6(5Q35.3) MUTATED"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK  6(5Q35.3) MUTATED"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK  6(5Q35.3) MUTATED" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK  6(5Q35.3) MUTATED"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  6(5Q35.3) WILD-TYPE"   "AMP PEAK  6(5Q35.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"AMP PEAK  6(5Q35.3) WILD-TYPE" "AMP PEAK  6(5Q35.3) WILD-TYPE" 
[1] "hr=" "1.3"
D6V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  6(5Q35.3) MUTATED                    7             2
  AMP PEAK  6(5Q35.3) WILD-TYPE                 20            24
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  6(5Q35.3) MUTATED                                                                                          3
  AMP PEAK  6(5Q35.3) WILD-TYPE                                                                                       34
                               vv
clus                            REGIONAL LYMPH NODE
  AMP PEAK  6(5Q35.3) MUTATED                    12
  AMP PEAK  6(5Q35.3) WILD-TYPE                 100
D6V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  6(5Q35.3) MUTATED
  DISTANT METASTASIS                                                                                                 7
  PRIMARY TUMOR                                                                                                      2
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           3
  REGIONAL LYMPH NODE                                                                                               12
                                                                                          clus
vv                                                                                         AMP PEAK  6(5Q35.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  20
  PRIMARY TUMOR                                                                                                       24
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            34
  REGIONAL LYMPH NODE                                                                                                100
D6V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  6(5Q35.3) MUTATED     12   12
  AMP PEAK  6(5Q35.3) WILD-TYPE   64  114
        clus
vv       AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE
  FEMALE                          12                            64
  MALE                            12                           114
D6V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  6(5Q35.3) MUTATED      0   24
  AMP PEAK  6(5Q35.3) WILD-TYPE    3  175
     clus
vv    AMP PEAK  6(5Q35.3) MUTATED AMP PEAK  6(5Q35.3) WILD-TYPE
  NO                            0                             3
  YES                          24                           175
                               vv
clus                             M0  M1 M1A M1B M1C
  AMP PEAK  6(5Q35.3) MUTATED    20   1   1   1   0
  AMP PEAK  6(5Q35.3) WILD-TYPE 156   1   1   1   3
D6V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  6(5Q35.3) MUTATED   14  0   1   3  0   1   1   0  2  1
  AMP PEAK  6(5Q35.3) WILD-TYPE 96  2   7  14  1   4  13   6 17  4
D6V7, multiclass
D6V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  6(5Q35.3) MUTATED             0       3        3        1        2
  AMP PEAK  6(5Q35.3) WILD-TYPE           4      14        7       14       18
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  6(5Q35.3) MUTATED           1         0         1         0
  AMP PEAK  6(5Q35.3) WILD-TYPE         8        10        22         9
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  6(5Q35.3) MUTATED            1          2          3        2
  AMP PEAK  6(5Q35.3) WILD-TYPE          6         19         24        5
D6V9, multiclass

Clustering(7) Variable = Amp Peak  7(6p25.1) mutation analysis
D7V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  7(6P25.1) MUTATED   51 61
  AMP PEAK  7(6P25.1) WILD-TYPE 49 31
  AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE 
                          112                            80 
  AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE 
                           61                            31 
$`AMP PEAK  7(6P25.1) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JF 
       16.57       121.22        31.59        65.49        23.77        48.76 
TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 
       58.03        71.24        60.23        21.47       148.31        49.74 
TCGA-D9-A1JW TCGA-D9-A1X3 TCGA-DA-A1HV TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 
        2.70         7.79        48.89        20.38       194.83       176.55 
TCGA-DA-A1I4 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F3 TCGA-EB-A24D TCGA-EB-A3XB 
       35.93        65.92        68.09        10.49         1.35         1.18 
TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A183 
        0.13         0.53         0.26         8.65        33.73        26.86 
TCGA-EE-A185 TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29D TCGA-EE-A29L TCGA-EE-A29P 
        4.93       168.26        63.32        13.97         2.56        56.42 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A2A5 TCGA-EE-A2GB TCGA-EE-A2GD 
       14.47        55.89        25.87        39.25        47.54       314.53 
TCGA-EE-A2GH TCGA-EE-A2GJ TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GP TCGA-EE-A2GR 
      182.01        89.33        55.00        90.94        13.87        14.30 
TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2MD 
       55.59        19.56        67.13       129.24        28.80        47.28 
TCGA-EE-A2ME TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2MM TCGA-EE-A2MN 
      103.27       204.62        96.23       144.76       167.87        47.54 
TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AD 
      248.61        43.23       136.44        53.26         4.24         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J 
       26.73        13.81        23.47        12.59        26.37         6.41 
TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 
       61.05        44.05        80.32        33.21        12.10        10.09 
TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1ZA 
      216.92        48.59       202.62        20.91        28.08        27.68 
TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZK 
      357.37        40.27         9.70        32.71        47.38        23.93 
TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZT TCGA-FS-A1ZU 
      101.26        24.00        74.73        11.41        53.16        26.56 
TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FW-A3I3 
       49.48        27.06        27.02        50.14        12.43         0.20 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 
       47.54         0.03       117.93        10.09        64.41        62.76 
TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26D TCGA-IH-A3EA 
        5.59        32.48        39.58        17.23 

$`AMP PEAK  7(6P25.1) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2JD TCGA-D3-A2JK 
      112.54        71.80        28.08        43.40        11.87        12.10 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 
       24.53         9.30         6.38        11.34         3.22         3.88 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IB 
       36.03       117.17       107.34        61.18        53.92        23.44 
TCGA-DA-A3F2 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV 
       28.60       215.44        15.68         0.53         0.43         1.28 
TCGA-EB-A3XC TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A182 
        0.30         0.10         0.20         0.39        29.82        14.70 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29M 
      109.64        78.87        47.84        39.62        32.19        44.35 
TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 
       18.58        37.35       345.96        17.92        46.82        78.94 
TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GC TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GK 
       24.43        58.75        43.23       135.91        22.55        54.71 
TCGA-EE-A2GM TCGA-EE-A2GO TCGA-EE-A2M5 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MG 
       75.48       101.95        21.67        19.76        61.51       103.17 
TCGA-EE-A2MH TCGA-EE-A2ML TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A3AB TCGA-EE-A3AC 
       16.96       203.01       103.56        41.59       122.73        25.84 
TCGA-EE-A3AH TCGA-ER-A19L TCGA-ER-A1A1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YY 
      138.77       131.08        79.99        80.48       160.60       228.59 
TCGA-FS-A1Z7 TCGA-FS-A1ZB TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZQ TCGA-FS-A1ZS 
        7.76        48.85        53.52        15.45       133.55       148.77 
TCGA-FS-A4F0 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 
       77.79        49.45        22.98        76.41       120.46        15.35 
TCGA-GN-A265 TCGA-GN-A26C 
       84.72        26.99 

  AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE 
                         0.03                          0.10 
  AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE 
                       357.37                        345.96 
  AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE 
                       39.415                        43.315 
[1] "0.0 - 357.4 (39.4)" "0.1 - 346.0 (43.3)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  7(6P25.1) WILD-TYPE"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  7(6P25.1) WILD-TYPE" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK  7(6P25.1) MUTATED" "AMP PEAK  7(6P25.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK  7(6P25.1) MUTATED"   "AMP PEAK  7(6P25.1) MUTATED" 
[1] "hr=" "1.5"
D7V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  7(6P25.1) MUTATED                   18            10
  AMP PEAK  7(6P25.1) WILD-TYPE                  9            16
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  7(6P25.1) MUTATED                                                                                         24
  AMP PEAK  7(6P25.1) WILD-TYPE                                                                                       13
                               vv
clus                            REGIONAL LYMPH NODE
  AMP PEAK  7(6P25.1) MUTATED                    61
  AMP PEAK  7(6P25.1) WILD-TYPE                  51
D7V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  7(6P25.1) MUTATED
  DISTANT METASTASIS                                                                                                18
  PRIMARY TUMOR                                                                                                     10
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          24
  REGIONAL LYMPH NODE                                                                                               61
                                                                                          clus
vv                                                                                         AMP PEAK  7(6P25.1) WILD-TYPE
  DISTANT METASTASIS                                                                                                   9
  PRIMARY TUMOR                                                                                                       16
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            13
  REGIONAL LYMPH NODE                                                                                                 51
D7V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  7(6P25.1) MUTATED     42   71
  AMP PEAK  7(6P25.1) WILD-TYPE   34   55
        clus
vv       AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE
  FEMALE                          42                            34
  MALE                            71                            55
D7V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  7(6P25.1) MUTATED      1  112
  AMP PEAK  7(6P25.1) WILD-TYPE    2   87
     clus
vv    AMP PEAK  7(6P25.1) MUTATED AMP PEAK  7(6P25.1) WILD-TYPE
  NO                            1                             2
  YES                         112                            87
                               vv
clus                            M0 M1 M1A M1B M1C
  AMP PEAK  7(6P25.1) MUTATED   96  2   2   1   1
  AMP PEAK  7(6P25.1) WILD-TYPE 80  0   0   1   2
D7V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  7(6P25.1) MUTATED   62  0   8   8  0   4   7   4 10  1
  AMP PEAK  7(6P25.1) WILD-TYPE 48  2   0   9  1   1   7   2  9  4
D7V7, multiclass
D7V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  7(6P25.1) MUTATED             1      11        6        8       11
  AMP PEAK  7(6P25.1) WILD-TYPE           3       6        4        7        9
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  7(6P25.1) MUTATED           4         6        13         3
  AMP PEAK  7(6P25.1) WILD-TYPE         5         4        10         6
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  7(6P25.1) MUTATED            7         12         13        4
  AMP PEAK  7(6P25.1) WILD-TYPE          0          9         14        3
D7V9, multiclass

Clustering(8) Variable = Amp Peak  8(6q12) mutation analysis
D8V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  8(6Q12) MUTATED   22 17
  AMP PEAK  8(6Q12) WILD-TYPE 78 75
  AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE 
                         39                         153 
  AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE 
                         17                          75 
$`AMP PEAK  8(6Q12) MUTATED`
TCGA-D3-A1Q7 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D9-A149 
      121.22        65.49        23.77        48.76        71.24        49.74 
TCGA-D9-A1JW TCGA-D9-A1X3 TCGA-DA-A1HV TCGA-DA-A1I1 TCGA-EE-A181 TCGA-EE-A183 
        2.70         7.79        48.89       194.83        33.73        26.86 
TCGA-EE-A20B TCGA-EE-A2GB TCGA-EE-A2GH TCGA-EE-A2GN TCGA-EE-A2GT TCGA-EE-A2M7 
      109.64        47.54       182.01        90.94        19.56        28.80 
TCGA-EE-A2ME TCGA-EE-A2MI TCGA-EE-A2MN TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA 
      103.27       204.62        47.54        41.59        53.26         4.24 
TCGA-EE-A3AE TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3ET 
       26.73        23.47        12.59        61.05        44.05        80.32 
TCGA-FS-A1Z0 TCGA-FS-A1ZA TCGA-FS-A1ZW TCGA-FW-A3TU TCGA-GN-A264 TCGA-GN-A266 
      202.62        27.68        49.48        47.54       117.93        10.09 
TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 
       64.41        62.76         5.59 

$`AMP PEAK  8(6Q12) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J6 
       16.57       112.54        71.80        28.08        31.59        43.40 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO 
       11.87        12.10        58.03        60.23        24.53         9.30 
TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 
       21.47       148.31         6.38        11.34         3.22         3.88 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 
       36.03       117.17        20.38       176.55        35.93       107.34 
TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
       61.18        53.92        65.92        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D 
       10.49       215.44        15.68         0.53         0.43         1.35 
TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A 
        1.28         1.18         0.30         0.13         0.53         0.26 
TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A182 
        0.10         0.20         0.39        29.82         8.65        14.70 
TCGA-EE-A185 TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D 
        4.93        78.87       168.26        63.32        47.84        13.97 
TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P 
       39.62        32.19         2.56        44.35        18.58        56.42 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
       37.35        14.47        55.89       345.96        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GC 
       46.82        78.94        24.43        39.25        58.75        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      314.53       135.91        22.55        89.33        54.71        55.00 
TCGA-EE-A2GM TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GU 
       75.48       101.95        13.87        14.30        55.59        67.13 
TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2MG 
       21.67       129.24        19.76        61.51        47.28       103.17 
TCGA-EE-A2MH TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MP 
       16.96        96.23       144.76       203.01       167.87       248.61 
TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD 
       43.23       103.56       136.44       122.73        25.84         3.68 
TCGA-EE-A3AF TCGA-EE-A3AH TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A1A1 
       13.81       138.77        26.37         6.41       131.08        79.99 
TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW 
       33.21        12.10        10.09        80.48       160.60       216.92 
TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZB 
       48.59       228.59        20.91        28.08         7.76        48.85 
TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH 
      357.37        53.52        40.27        15.45         9.70        32.71 
TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ 
       47.38        23.93       101.26        24.00        74.73       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZY TCGA-FS-A1ZZ 
       11.41       148.77        53.16        26.56        27.06        27.02 
TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 
       77.79        50.14        12.43        49.45         0.20        22.98 
TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A26A 
        0.03        76.41       120.46        15.35        84.72        32.48 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

  AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE 
                       2.70                        0.03 
  AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE 
                     204.62                      357.37 
  AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE 
                      48.76                       36.03 
[1] "2.7 - 204.6 (48.8)" "0.0 - 357.4 (36.0)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK  8(6Q12) WILD-TYPE"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK  8(6Q12) MUTATED" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK  8(6Q12) MUTATED"   "AMP PEAK  8(6Q12) MUTATED" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"AMP PEAK  8(6Q12) WILD-TYPE" "AMP PEAK  8(6Q12) WILD-TYPE" 
[1] "hr=" "1.2"
D8V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  8(6Q12) MUTATED                    4             1
  AMP PEAK  8(6Q12) WILD-TYPE                 23            25
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  8(6Q12) MUTATED                                                                                         11
  AMP PEAK  8(6Q12) WILD-TYPE                                                                                       26
                             vv
clus                          REGIONAL LYMPH NODE
  AMP PEAK  8(6Q12) MUTATED                    23
  AMP PEAK  8(6Q12) WILD-TYPE                  89
D8V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  8(6Q12) MUTATED
  DISTANT METASTASIS                                                                                               4
  PRIMARY TUMOR                                                                                                    1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        11
  REGIONAL LYMPH NODE                                                                                             23
                                                                                          clus
vv                                                                                         AMP PEAK  8(6Q12) WILD-TYPE
  DISTANT METASTASIS                                                                                                23
  PRIMARY TUMOR                                                                                                     25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          26
  REGIONAL LYMPH NODE                                                                                               89
D8V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  8(6Q12) MUTATED     13   26
  AMP PEAK  8(6Q12) WILD-TYPE   63  100
        clus
vv       AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE
  FEMALE                        13                          63
  MALE                          26                         100
D8V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK  8(6Q12) MUTATED      1   38
  AMP PEAK  8(6Q12) WILD-TYPE    2  161
     clus
vv    AMP PEAK  8(6Q12) MUTATED AMP PEAK  8(6Q12) WILD-TYPE
  NO                          1                           2
  YES                        38                         161
                             vv
clus                           M0  M1 M1A M1B M1C
  AMP PEAK  8(6Q12) MUTATED    32   0   0   0   0
  AMP PEAK  8(6Q12) WILD-TYPE 144   2   2   2   3
D8V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  8(6Q12) MUTATED   21  0   4   1  0   1   2   1  3  0
  AMP PEAK  8(6Q12) WILD-TYPE 89  2   4  16  1   4  12   5 16  5
D8V7, multiclass
D8V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  8(6Q12) MUTATED             0       4        4        5        3
  AMP PEAK  8(6Q12) WILD-TYPE           4      13        6       10       17
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  8(6Q12) MUTATED           2         2         1         0
  AMP PEAK  8(6Q12) WILD-TYPE         7         8        22         9
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  8(6Q12) MUTATED            3          3          3        0
  AMP PEAK  8(6Q12) WILD-TYPE          4         18         24        7
D8V9, multiclass

Clustering(9) Variable = Amp Peak  9(7p22.3) mutation analysis
D9V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  9(7P22.3) MUTATED   50 54
  AMP PEAK  9(7P22.3) WILD-TYPE 50 38
  AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE 
                          104                            88 
  AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE 
                           54                            38 
$`AMP PEAK  9(7P22.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q9 TCGA-D3-A2J9 TCGA-D3-A2JD 
       16.57       112.54        71.80        31.59        23.77        11.87 
TCGA-D3-A3CC TCGA-D3-A3MO TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A3Z3 
       71.24         9.30       148.31        49.74         6.38         3.22 
TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I4 
       48.89        36.03       117.17        20.38       176.55        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-EB-A1NK 
      107.34        61.18        53.92        65.92        68.09         0.53 
TCGA-EB-A24D TCGA-EB-A3XC TCGA-EB-A3Y6 TCGA-EB-A42Y TCGA-EE-A17Z TCGA-EE-A181 
        1.35         0.30         0.53         0.20         8.65        33.73 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H 
      168.26        63.32        47.84        13.97        39.62        32.19 
TCGA-EE-A29L TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29T TCGA-EE-A2A0 
        2.56        18.58        56.42        37.35       345.96        46.82 
TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ 
       58.75        47.54       135.91       182.01        22.55        89.33 
TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2M5 
       55.00        75.48        90.94       101.95        13.87        21.67 
TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2MM TCGA-EE-A2MN 
      129.24        28.80        96.23       144.76       167.87        47.54 
TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MU TCGA-EE-A3AA 
      248.61        43.23       103.56       136.44        53.26         4.24 
TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH 
      122.73         3.68        26.73        13.81        23.47       138.77 
TCGA-ER-A19J TCGA-ER-A19M TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN 
        6.41        61.05        33.21        12.10        10.09        80.48 
TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZC 
      160.60       216.92        20.91        28.08         7.76       357.37 
TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZQ 
       53.52        40.27        32.71        23.93       101.26       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-GF-A2C7 
       11.41        27.06        27.02        50.14         0.20         0.03 
TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A 
      117.93        10.09        64.41        62.76         5.59        32.48 
TCGA-GN-A26C TCGA-GN-A26D 
       26.99        39.58 

$`AMP PEAK  9(7P22.3) WILD-TYPE`
TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2JF TCGA-D3-A2JK 
      121.22        28.08        43.40        65.49        48.76        12.10 
TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MV TCGA-D9-A1JW TCGA-D9-A1X3 
       58.03        60.23        24.53        21.47         2.70         7.79 
TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1I1 TCGA-DA-A1IB TCGA-DA-A3F2 TCGA-DA-A3F3 
       11.34         3.88       194.83        23.44        28.60        10.49 
TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XF 
      215.44        15.68         0.43         1.28         1.18         0.13 
TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A182 TCGA-EE-A183 
        0.26         0.10         0.39        29.82        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A29M TCGA-EE-A29R TCGA-EE-A29S 
        4.93       109.64        78.87        44.35        14.47        55.89 
TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2GC 
       25.87        17.92        78.94        24.43        39.25        43.23 
TCGA-EE-A2GD TCGA-EE-A2GK TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU 
      314.53        54.71        14.30        55.59        19.56        67.13 
TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH 
       19.76        61.51        47.28       103.27       103.17        16.96 
TCGA-EE-A2MI TCGA-EE-A2ML TCGA-EE-A2MT TCGA-EE-A3AC TCGA-ER-A19D TCGA-ER-A19F 
      204.62       203.01        41.59        25.84        12.59        26.37 
TCGA-ER-A19L TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FS-A1YX TCGA-FS-A1YY 
      131.08        44.05        79.99        80.32        48.59       228.59 
TCGA-FS-A1Z0 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZJ 
      202.62        27.68        48.85        15.45         9.70        47.38 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW 
       24.00        74.73       148.77        53.16        26.56        49.48 
TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GN-A261 
       77.79        12.43        49.45        22.98        47.54        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-IH-A3EA 
      120.46        15.35        84.72        17.23 

  AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE 
                         0.03                          0.10 
  AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE 
                       357.37                        314.53 
  AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE 
                        41.75                         40.42 
[1] "0.0 - 357.4 (41.8)" "0.1 - 314.5 (40.4)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK  9(7P22.3) WILD-TYPE"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK  9(7P22.3) WILD-TYPE" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK  9(7P22.3) MUTATED"   "AMP PEAK  9(7P22.3) MUTATED" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK  9(7P22.3) MUTATED" "AMP PEAK  9(7P22.3) WILD-TYPE" 
[1] "hr=" "1.1"
D9V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK  9(7P22.3) MUTATED                   16            12
  AMP PEAK  9(7P22.3) WILD-TYPE                 11            14
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK  9(7P22.3) MUTATED                                                                                         22
  AMP PEAK  9(7P22.3) WILD-TYPE                                                                                       15
                               vv
clus                            REGIONAL LYMPH NODE
  AMP PEAK  9(7P22.3) MUTATED                    61
  AMP PEAK  9(7P22.3) WILD-TYPE                  51
D9V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK  9(7P22.3) MUTATED
  DISTANT METASTASIS                                                                                                16
  PRIMARY TUMOR                                                                                                     12
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          22
  REGIONAL LYMPH NODE                                                                                               61
                                                                                          clus
vv                                                                                         AMP PEAK  9(7P22.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  11
  PRIMARY TUMOR                                                                                                       14
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            15
  REGIONAL LYMPH NODE                                                                                                 51
D9V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  9(7P22.3) MUTATED     40   71
  AMP PEAK  9(7P22.3) WILD-TYPE   36   55
        clus
vv       AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE
  FEMALE                          40                            36
  MALE                            71                            55
D9V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  9(7P22.3) MUTATED      1  110
  AMP PEAK  9(7P22.3) WILD-TYPE    2   89
     clus
vv    AMP PEAK  9(7P22.3) MUTATED AMP PEAK  9(7P22.3) WILD-TYPE
  NO                            1                             2
  YES                         110                            89
                               vv
clus                            M0 M1 M1A M1B M1C
  AMP PEAK  9(7P22.3) MUTATED   94  2   2   1   2
  AMP PEAK  9(7P22.3) WILD-TYPE 82  0   0   1   1
D9V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK  9(7P22.3) MUTATED   62  0   5  10  0   3   6   4  9  3
  AMP PEAK  9(7P22.3) WILD-TYPE 48  2   3   7  1   2   8   2 10  2
D9V7, multiclass
D9V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK  9(7P22.3) MUTATED             4      10        6        5       10
  AMP PEAK  9(7P22.3) WILD-TYPE           0       7        4       10       10
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK  9(7P22.3) MUTATED           4         5        15         3
  AMP PEAK  9(7P22.3) WILD-TYPE         5         5         8         6
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK  9(7P22.3) MUTATED            5         13         12        5
  AMP PEAK  9(7P22.3) WILD-TYPE          2          8         15        2
D9V9, multiclass

Clustering(10) Variable = Amp Peak 10(7q34) mutation analysis
D10V1, survival
                             sevent
clus2                          0  1
  AMP PEAK 10(7Q34) MUTATED   59 52
  AMP PEAK 10(7Q34) WILD-TYPE 41 40
  AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE 
                        111                          81 
  AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE 
                         52                          40 
$`AMP PEAK 10(7Q34) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q9 TCGA-D3-A2J9 TCGA-D3-A2JD 
       16.57       112.54        71.80        31.59        23.77        11.87 
TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 
       71.24        60.23         9.30        21.47       148.31        49.74 
TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z3 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY 
        2.70         6.38         3.22        48.89        36.03       117.17 
TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 
       20.38       176.55        35.93       107.34        61.18        53.92 
TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24D 
       65.92        68.09       215.44        15.68         0.53         1.35 
TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A42Y 
        1.28         1.18         0.30         0.13         0.53         0.20 
TCGA-EB-A42Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A20B TCGA-EE-A20H 
        0.39        33.73        14.70        26.86       109.64       168.26 
TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M 
       63.32        47.84        39.62        32.19         2.56        44.35 
TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29T TCGA-EE-A2A0 TCGA-EE-A2A6 TCGA-EE-A2GB 
       18.58        56.42       345.96        46.82        58.75        47.54 
TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GO 
      135.91       182.01        22.55        55.00        75.48       101.95 
TCGA-EE-A2GP TCGA-EE-A2GT TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MH 
       13.87        19.56       129.24        28.80        19.76        16.96 
TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MU 
       96.23       144.76        43.23       103.56       136.44        53.26 
TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH 
        4.24       122.73        26.73        13.81        23.47       138.77 
TCGA-ER-A19J TCGA-ER-A19M TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A3R1 TCGA-FR-A3YN 
        6.41        61.05        80.32        33.21        10.09        80.48 
TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z7 TCGA-FS-A1ZC TCGA-FS-A1ZD 
      160.60        48.59       202.62         7.76       357.37        53.52 
TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZM TCGA-FS-A1ZQ TCGA-FS-A1ZR 
       15.45         9.70        32.71       101.26       133.55        11.41 
TCGA-FS-A1ZS TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-GF-A2C7 TCGA-GN-A264 
      148.77        27.02        50.14         0.20         0.03       117.93 
TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A 
       84.72        10.09        64.41        62.76         5.59        32.48 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

$`AMP PEAK 10(7Q34) WILD-TYPE`
TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2JF TCGA-D3-A2JK 
      121.22        28.08        43.40        65.49        48.76        12.10 
TCGA-D3-A3C6 TCGA-D3-A3CF TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1I1 
       58.03        24.53         7.79        11.34         3.88       194.83 
TCGA-DA-A1IB TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-EB-A24C TCGA-EB-A41A TCGA-EB-A41B 
       23.44        28.60        10.49         0.43         0.26         0.10 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A185 TCGA-EE-A20F TCGA-EE-A29D TCGA-EE-A29Q 
       29.82         8.65         4.93        78.87        13.97        37.35 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A1 TCGA-EE-A2A2 
       14.47        55.89        25.87        17.92        78.94        24.43 
TCGA-EE-A2A5 TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GN 
       39.25        43.23       314.53        89.33        54.71        90.94 
TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2MD 
       14.30        55.59        67.13        21.67        61.51        47.28 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN 
      103.27       103.17       204.62       203.01       167.87        47.54 
TCGA-EE-A2MP TCGA-EE-A2MT TCGA-EE-A3AC TCGA-EE-A3AD TCGA-ER-A19D TCGA-ER-A19F 
      248.61        41.59        25.84         3.68        12.59        26.37 
TCGA-ER-A19L TCGA-ER-A19N TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FS-A1YW TCGA-FS-A1YY 
      131.08        44.05        79.99        12.10       216.92       228.59 
TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZE TCGA-FS-A1ZJ 
       20.91        28.08        27.68        48.85        40.27        47.38 
TCGA-FS-A1ZK TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW 
       23.93        24.00        74.73        53.16        26.56        49.48 
TCGA-FS-A1ZY TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-FW-A3TU 
       27.06        77.79        12.43        49.45        22.98        47.54 
TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 
       76.41       120.46        15.35 

  AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE 
                       0.03                        0.10 
  AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE 
                     357.37                      314.53 
  AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE 
                      39.62                       41.59 
[1] "0.0 - 357.4 (39.6)" "0.1 - 314.5 (41.6)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"AMP PEAK 10(7Q34) WILD-TYPE"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "AMP PEAK 10(7Q34) MUTATED" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"AMP PEAK 10(7Q34) WILD-TYPE" "AMP PEAK 10(7Q34) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "AMP PEAK 10(7Q34) MUTATED"   "AMP PEAK 10(7Q34) MUTATED" 
[1] "hr=" "1"  
D10V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 10(7Q34) MUTATED                   15            17
  AMP PEAK 10(7Q34) WILD-TYPE                 12             9
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 10(7Q34) MUTATED                                                                                         24
  AMP PEAK 10(7Q34) WILD-TYPE                                                                                       13
                             vv
clus                          REGIONAL LYMPH NODE
  AMP PEAK 10(7Q34) MUTATED                    62
  AMP PEAK 10(7Q34) WILD-TYPE                  50
D10V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 10(7Q34) MUTATED
  DISTANT METASTASIS                                                                                              15
  PRIMARY TUMOR                                                                                                   17
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        24
  REGIONAL LYMPH NODE                                                                                             62
                                                                                          clus
vv                                                                                         AMP PEAK 10(7Q34) WILD-TYPE
  DISTANT METASTASIS                                                                                                12
  PRIMARY TUMOR                                                                                                      9
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          13
  REGIONAL LYMPH NODE                                                                                               50
D10V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK 10(7Q34) MUTATED     46   72
  AMP PEAK 10(7Q34) WILD-TYPE   30   54
        clus
vv       AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE
  FEMALE                        46                          30
  MALE                          72                          54
D10V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK 10(7Q34) MUTATED      1  117
  AMP PEAK 10(7Q34) WILD-TYPE    2   82
     clus
vv    AMP PEAK 10(7Q34) MUTATED AMP PEAK 10(7Q34) WILD-TYPE
  NO                          1                           2
  YES                       117                          82
                             vv
clus                           M0  M1 M1A M1B M1C
  AMP PEAK 10(7Q34) MUTATED   102   2   2   1   2
  AMP PEAK 10(7Q34) WILD-TYPE  74   0   0   1   1
D10V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 10(7Q34) MUTATED   60  1   6  12  0   5   8   4 10  4
  AMP PEAK 10(7Q34) WILD-TYPE 50  1   2   5  1   0   6   2  9  1
D10V7, multiclass
D10V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 10(7Q34) MUTATED             4       7        6        5       13
  AMP PEAK 10(7Q34) WILD-TYPE           0      10        4       10        7
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 10(7Q34) MUTATED           4         2        17         5
  AMP PEAK 10(7Q34) WILD-TYPE         5         8         6         4
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 10(7Q34) MUTATED            6         15         15        5
  AMP PEAK 10(7Q34) WILD-TYPE          1          6         12        2
D10V9, multiclass

Clustering(11) Variable = Amp Peak 11(8q11.22) mutation analysis
D11V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 11(8Q11.22) MUTATED   43 38
  AMP PEAK 11(8Q11.22) WILD-TYPE 57 54
  AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE 
                            81                            111 
  AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE 
                            38                             54 
$`AMP PEAK 11(8Q11.22) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3C6 TCGA-D3-A3CC 
       16.57        71.80        43.40        48.76        58.03        71.24 
TCGA-D3-A3CE TCGA-D3-A3MV TCGA-D9-A3Z4 TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 
       60.23        21.47         3.88        36.03       117.17       194.83 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A3F5 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D 
      176.55        35.93       215.44         0.53         0.43         1.35 
TCGA-EB-A3XB TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A42Y TCGA-EE-A17Z TCGA-EE-A181 
        1.18         0.13         0.53         0.20         8.65        33.73 
TCGA-EE-A20B TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29R TCGA-EE-A29T TCGA-EE-A29V 
      109.64        47.84        39.62        14.47       345.96        25.87 
TCGA-EE-A2A5 TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GL TCGA-EE-A2GM 
       39.25       314.53       135.91       182.01        55.00        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 
       90.94       101.95        13.87       129.24        28.80        19.76 
TCGA-EE-A2MH TCGA-EE-A2MN TCGA-EE-A2MR TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE 
       16.96        47.54       103.56       122.73         3.68        26.73 
TCGA-EE-A3AG TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3ET 
       23.47         6.41       131.08        61.05        44.05        80.32 
TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZC 
      160.60        48.59       202.62        28.08         7.76       357.37 
TCGA-FS-A1ZD TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ 
       53.52        23.93       101.26        24.00        74.73       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZY TCGA-FS-A4F2 
       11.41       148.77        53.16        26.56        27.06        50.14 
TCGA-FW-A3I3 TCGA-GF-A2C7 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A26A 
        0.20         0.03       117.93        84.72        64.41        32.48 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

$`AMP PEAK 11(8Q11.22) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 
      112.54       121.22        28.08        31.59        65.49        23.77 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A148 TCGA-D9-A149 
       11.87        12.10        24.53         9.30       148.31        49.74 
TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-DA-A1HV 
        2.70         6.38         7.79        11.34         3.22        48.89 
TCGA-DA-A1I0 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB 
       20.38       107.34        61.18        53.92        65.92        23.44 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A3HV TCGA-EB-A3XC 
       68.09        28.60        10.49        15.68         1.28         0.30 
TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A182 TCGA-EE-A183 
        0.26         0.10         0.39        29.82        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29D TCGA-EE-A29H 
        4.93        78.87       168.26        63.32        13.97        32.19 
TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29S 
        2.56        44.35        18.58        56.42        37.35        55.89 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GB 
       17.92        46.82        78.94        24.43        58.75        47.54 
TCGA-EE-A2GC TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GR TCGA-EE-A2GS 
       43.23        22.55        89.33        54.71        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME 
       19.56        67.13        21.67        61.51        47.28       103.27 
TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM 
      103.17       204.62        96.23       144.76       203.01       167.87 
TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA 
      248.61        43.23       136.44        41.59        53.26         4.24 
TCGA-EE-A3AC TCGA-EE-A3AF TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A1A1 
       25.84        13.81       138.77        12.59        26.37        79.99 
TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1YW TCGA-FS-A1YY 
       33.21        12.10        10.09        80.48       216.92       228.59 
TCGA-FS-A1Z3 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG 
       20.91        27.68        48.85        40.27        15.45         9.70 
TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZW TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 
       32.71        47.38        49.48        27.02        77.79        12.43 
TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 
       49.45        22.98        47.54        76.41       120.46        15.35 
TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A269 
       10.09        62.76         5.59 

  AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE 
                          0.03                           0.10 
  AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE 
                        357.37                         248.61 
  AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE 
                         44.05                          37.35 
[1] "0.0 - 357.4 (44.0)" "0.1 - 248.6 (37.4)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "AMP PEAK 11(8Q11.22) MUTATED" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 11(8Q11.22) WILD-TYPE"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 11(8Q11.22) WILD-TYPE" "AMP PEAK 11(8Q11.22) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 11(8Q11.22) MUTATED"   "AMP PEAK 11(8Q11.22) MUTATED" 
[1] "hr=" "1.3"
D11V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 11(8Q11.22) MUTATED                   12            11
  AMP PEAK 11(8Q11.22) WILD-TYPE                 15            15
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 11(8Q11.22) MUTATED                                                                                         19
  AMP PEAK 11(8Q11.22) WILD-TYPE                                                                                       18
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 11(8Q11.22) MUTATED                    41
  AMP PEAK 11(8Q11.22) WILD-TYPE                  71
D11V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 11(8Q11.22) MUTATED
  DISTANT METASTASIS                                                                                                 12
  PRIMARY TUMOR                                                                                                      11
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           19
  REGIONAL LYMPH NODE                                                                                                41
                                                                                          clus
vv                                                                                         AMP PEAK 11(8Q11.22) WILD-TYPE
  DISTANT METASTASIS                                                                                                   15
  PRIMARY TUMOR                                                                                                        15
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             18
  REGIONAL LYMPH NODE                                                                                                  71
D11V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 11(8Q11.22) MUTATED     29   54
  AMP PEAK 11(8Q11.22) WILD-TYPE   47   72
        clus
vv       AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE
  FEMALE                           29                             47
  MALE                             54                             72
D11V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 11(8Q11.22) MUTATED      1   82
  AMP PEAK 11(8Q11.22) WILD-TYPE    2  117
     clus
vv    AMP PEAK 11(8Q11.22) MUTATED AMP PEAK 11(8Q11.22) WILD-TYPE
  NO                             1                              2
  YES                           82                            117
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 11(8Q11.22) MUTATED    73   2   0   0   0
  AMP PEAK 11(8Q11.22) WILD-TYPE 103   0   2   2   3
D11V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 11(8Q11.22) MUTATED   45  1   5   8  0   2   5   1  6  3
  AMP PEAK 11(8Q11.22) WILD-TYPE 65  1   3   9  1   3   9   5 13  2
D11V7, multiclass
D11V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 11(8Q11.22) MUTATED             2       7        3        4       11
  AMP PEAK 11(8Q11.22) WILD-TYPE           2      10        7       11        9
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 11(8Q11.22) MUTATED           3         4        12         6
  AMP PEAK 11(8Q11.22) WILD-TYPE         6         6        11         3
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 11(8Q11.22) MUTATED            4          7         10        2
  AMP PEAK 11(8Q11.22) WILD-TYPE          3         14         17        5
D11V9, multiclass

Clustering(12) Variable = Amp Peak 12(8q24.3) mutation analysis
D12V1, survival
                               sevent
clus2                            0  1
  AMP PEAK 12(8Q24.3) MUTATED   49 45
  AMP PEAK 12(8Q24.3) WILD-TYPE 51 47
  AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE 
                           94                            98 
  AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE 
                           45                            47 
$`AMP PEAK 12(8Q24.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3C6 
       16.57        71.80        31.59        43.40        48.76        58.03 
TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1JW TCGA-D9-A3Z4 
       71.24        60.23         9.30        21.47         2.70         3.88 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 
       36.03       117.17        20.38       194.83       176.55        35.93 
TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3XB 
       10.49       215.44         0.53         0.43         1.35         1.18 
TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17Z TCGA-EE-A181 
        0.13         0.53         0.20         0.39         8.65        33.73 
TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29R TCGA-EE-A29S 
       47.84        39.62        32.19         2.56        14.47        55.89 
TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A5 TCGA-EE-A2GC TCGA-EE-A2GD 
      345.96        25.87        17.92        39.25        43.23       314.53 
TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO 
      135.91       182.01        55.00        75.48        90.94       101.95 
TCGA-EE-A2GP TCGA-EE-A2GS TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MH 
       13.87        55.59       129.24        28.80        19.76        16.96 
TCGA-EE-A2MJ TCGA-EE-A2MP TCGA-EE-A2MR TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE 
       96.23       248.61       103.56       122.73         3.68        26.73 
TCGA-EE-A3AG TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3ET 
       23.47         6.41       131.08        61.05        44.05        80.32 
TCGA-FR-A2OS TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z0 
       12.10       160.60       216.92        48.59       228.59       202.62 
TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZK TCGA-FS-A1ZM 
       28.08         7.76       357.37        53.52        23.93       101.26 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT 
       24.00        74.73       133.55        11.41       148.77        53.16 
TCGA-FS-A1ZU TCGA-FS-A1ZY TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-GF-A2C7 TCGA-GN-A265 
       26.56        27.06        50.14         0.20         0.03        84.72 
TCGA-GN-A267 TCGA-GN-A26A TCGA-GN-A26D TCGA-IH-A3EA 
       64.41        32.48        39.58        17.23 

$`AMP PEAK 12(8Q24.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD 
      112.54       121.22        28.08        65.49        23.77        11.87 
TCGA-D3-A2JK TCGA-D3-A3CF TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A1X3 
       12.10        24.53       148.31        49.74         6.38         7.79 
TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-DA-A1HV TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 
       11.34         3.22        48.89       107.34        61.18        53.92 
TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F8 TCGA-EB-A3HV 
       65.92        23.44        68.09        28.60        15.68         1.28 
TCGA-EB-A3XC TCGA-EB-A41A TCGA-EB-A41B TCGA-EE-A17X TCGA-EE-A182 TCGA-EE-A183 
        0.30         0.26         0.10        29.82        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29D 
        4.93       109.64        78.87       168.26        63.32        13.97 
TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A2A0 TCGA-EE-A2A1 
       44.35        18.58        56.42        37.35        46.82        78.94 
TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
       24.43        58.75        47.54        22.55        89.33        54.71 
TCGA-EE-A2GR TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2MD 
       14.30        19.56        67.13        21.67        61.51        47.28 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM 
      103.27       103.17       204.62       144.76       203.01       167.87 
TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA 
       47.54        43.23       136.44        41.59        53.26         4.24 
TCGA-EE-A3AC TCGA-EE-A3AF TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A1A1 
       25.84        13.81       138.77        12.59        26.37        79.99 
TCGA-ER-A3PL TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1Z3 TCGA-FS-A1ZA TCGA-FS-A1ZB 
       33.21        10.09        80.48        20.91        27.68        48.85 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZW 
       40.27        15.45         9.70        32.71        47.38        49.48 
TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-FW-A3TU 
       27.02        77.79        12.43        49.45        22.98        47.54 
TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A268 
       76.41       120.46        15.35       117.93        10.09        62.76 
TCGA-GN-A269 TCGA-GN-A26C 
        5.59        26.99 

  AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE 
                         0.03                          0.10 
  AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE 
                       357.37                        204.62 
  AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE 
                        39.60                         42.41 
[1] "0.0 - 357.4 (39.6)" "0.1 - 204.6 (42.4)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK 12(8Q24.3) WILD-TYPE"   "AMP PEAK 12(8Q24.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK 12(8Q24.3) WILD-TYPE" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "AMP PEAK 12(8Q24.3) MUTATED" "AMP PEAK 12(8Q24.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "AMP PEAK 12(8Q24.3) MUTATED"   "AMP PEAK 12(8Q24.3) MUTATED" 
[1] "hr=" "1.2"
D12V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 12(8Q24.3) MUTATED                   13            12
  AMP PEAK 12(8Q24.3) WILD-TYPE                 14            14
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 12(8Q24.3) MUTATED                                                                                         20
  AMP PEAK 12(8Q24.3) WILD-TYPE                                                                                       17
                               vv
clus                            REGIONAL LYMPH NODE
  AMP PEAK 12(8Q24.3) MUTATED                    52
  AMP PEAK 12(8Q24.3) WILD-TYPE                  60
D12V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 12(8Q24.3) MUTATED
  DISTANT METASTASIS                                                                                                13
  PRIMARY TUMOR                                                                                                     12
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          20
  REGIONAL LYMPH NODE                                                                                               52
                                                                                          clus
vv                                                                                         AMP PEAK 12(8Q24.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  14
  PRIMARY TUMOR                                                                                                       14
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            17
  REGIONAL LYMPH NODE                                                                                                 60
D12V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 12(8Q24.3) MUTATED     34   63
  AMP PEAK 12(8Q24.3) WILD-TYPE   42   63
        clus
vv       AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE
  FEMALE                          34                            42
  MALE                            63                            63
D12V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 12(8Q24.3) MUTATED      0   97
  AMP PEAK 12(8Q24.3) WILD-TYPE    3  102
     clus
vv    AMP PEAK 12(8Q24.3) MUTATED AMP PEAK 12(8Q24.3) WILD-TYPE
  NO                            0                             3
  YES                          97                           102
                               vv
clus                            M0 M1 M1A M1B M1C
  AMP PEAK 12(8Q24.3) MUTATED   87  2   1   0   0
  AMP PEAK 12(8Q24.3) WILD-TYPE 89  0   1   2   3
D12V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 12(8Q24.3) MUTATED   53  1   5  10  0   4   5   2  8  3
  AMP PEAK 12(8Q24.3) WILD-TYPE 57  1   3   7  1   1   9   4 11  2
D12V7, multiclass
D12V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 12(8Q24.3) MUTATED             2       7        4        7       11
  AMP PEAK 12(8Q24.3) WILD-TYPE           2      10        6        8        9
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 12(8Q24.3) MUTATED           5         5        13         7
  AMP PEAK 12(8Q24.3) WILD-TYPE         4         5        10         2
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 12(8Q24.3) MUTATED            4         10         12        2
  AMP PEAK 12(8Q24.3) WILD-TYPE          3         11         15        5
D12V9, multiclass

Clustering(13) Variable = Amp Peak 13(9p24.1) mutation analysis
D13V1, survival
                               sevent
clus2                            0  1
  AMP PEAK 13(9P24.1) MUTATED    5  9
  AMP PEAK 13(9P24.1) WILD-TYPE 95 83
  AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE 
                           14                           178 
  AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE 
                            9                            83 
$`AMP PEAK 13(9P24.1) MUTATED`
TCGA-D3-A1Q9 TCGA-DA-A1I5 TCGA-DA-A3F3 TCGA-EE-A29A TCGA-EE-A2M5 TCGA-EE-A2MU 
       31.59       107.34        10.49        63.32        21.67        53.26 
TCGA-ER-A19M TCGA-ER-A3ET TCGA-FS-A1Z0 TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FW-A3I3 
       61.05        80.32       202.62        47.38        23.93         0.20 
TCGA-GN-A262 TCGA-GN-A26C 
      120.46        26.99 

$`AMP PEAK 13(9P24.1) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 
       16.57       112.54        71.80       121.22        28.08        43.40 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 
       65.49        23.77        11.87        48.76        12.10        58.03 
TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 
       71.24        60.23        24.53         9.30        21.47       148.31 
TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 
       49.74         2.70         6.38         7.79        11.34         3.22 
TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 
        3.88        48.89        36.03       117.17        20.38       194.83 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB 
      176.55        35.93        61.18        53.92        65.92        23.44 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C 
       68.09        28.60       215.44        15.68         0.53         0.43 
TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 
        1.35         1.28         1.18         0.30         0.13         0.53 
TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z 
        0.26         0.10         0.20         0.39        29.82         8.65 
TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F 
       33.73        14.70        26.86         4.93       109.64        78.87 
TCGA-EE-A20H TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L 
      168.26        47.84        13.97        39.62        32.19         2.56 
TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S 
       44.35        18.58        56.42        37.35        14.47        55.89 
TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 
      345.96        25.87        17.92        46.82        78.94        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE 
       39.25        58.75        47.54        43.23       314.53       135.91 
TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM 
      182.01        22.55        89.33        54.71        55.00        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT 
       90.94       101.95        13.87        14.30        55.59        19.56 
TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD 
       67.13       129.24        28.80        19.76        61.51        47.28 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK 
      103.27       103.17        16.96       204.62        96.23       144.76 
TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR 
      203.01       167.87        47.54       248.61        43.23       103.56 
TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD 
      136.44        41.59         4.24       122.73        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F 
       26.73        13.81        23.47       138.77        12.59        26.37 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3PL TCGA-FR-A2OS 
        6.41       131.08        44.05        79.99        33.21        12.10 
TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY 
       10.09        80.48       160.60       216.92        48.59       228.59 
TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC 
       20.91        28.08         7.76        27.68        48.85       357.37 
TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZM 
       53.52        40.27        15.45         9.70        32.71       101.26 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT 
       24.00        74.73       133.55        11.41       148.77        53.16 
TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 
       26.56        49.48        27.06        27.02        77.79        50.14 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 
       12.43        49.45        22.98        47.54         0.03        76.41 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 
       15.35       117.93        84.72        10.09        64.41        62.76 
TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26D TCGA-IH-A3EA 
        5.59        32.48        39.58        17.23 

  AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE 
                         0.20                          0.03 
  AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE 
                       202.62                        357.37 
  AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE 
                       50.320                        39.945 
[1] "0.2 - 202.6 (50.3)" "0.0 - 357.4 (39.9)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK 13(9P24.1) MUTATED"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK 13(9P24.1) MUTATED"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "AMP PEAK 13(9P24.1) MUTATED"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "AMP PEAK 13(9P24.1) MUTATED" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"AMP PEAK 13(9P24.1) WILD-TYPE"   "AMP PEAK 13(9P24.1) MUTATED" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"AMP PEAK 13(9P24.1) WILD-TYPE" "AMP PEAK 13(9P24.1) WILD-TYPE" 
[1] "hr=" "1.3"
D13V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 13(9P24.1) MUTATED                    5             1
  AMP PEAK 13(9P24.1) WILD-TYPE                 22            25
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 13(9P24.1) MUTATED                                                                                          3
  AMP PEAK 13(9P24.1) WILD-TYPE                                                                                       34
                               vv
clus                            REGIONAL LYMPH NODE
  AMP PEAK 13(9P24.1) MUTATED                     5
  AMP PEAK 13(9P24.1) WILD-TYPE                 107
D13V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 13(9P24.1) MUTATED
  DISTANT METASTASIS                                                                                                 5
  PRIMARY TUMOR                                                                                                      1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           3
  REGIONAL LYMPH NODE                                                                                                5
                                                                                          clus
vv                                                                                         AMP PEAK 13(9P24.1) WILD-TYPE
  DISTANT METASTASIS                                                                                                  22
  PRIMARY TUMOR                                                                                                       25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            34
  REGIONAL LYMPH NODE                                                                                                107
D13V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 13(9P24.1) MUTATED      6    8
  AMP PEAK 13(9P24.1) WILD-TYPE   70  118
        clus
vv       AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE
  FEMALE                           6                            70
  MALE                             8                           118
D13V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 13(9P24.1) MUTATED      1   13
  AMP PEAK 13(9P24.1) WILD-TYPE    2  186
     clus
vv    AMP PEAK 13(9P24.1) MUTATED AMP PEAK 13(9P24.1) WILD-TYPE
  NO                            1                             2
  YES                          13                           186
                               vv
clus                             M0  M1 M1A M1B M1C
  AMP PEAK 13(9P24.1) MUTATED    11   1   0   0   1
  AMP PEAK 13(9P24.1) WILD-TYPE 165   1   2   2   2
D13V6, multiclass
                               vv
clus                             N0  N1 N1A N1B  N2 N2A N2B N2C  N3  NX
  AMP PEAK 13(9P24.1) MUTATED     8   0   2   0   0   1   2   0   0   0
  AMP PEAK 13(9P24.1) WILD-TYPE 102   2   6  17   1   4  12   6  19   5
D13V7, multiclass
D13V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 13(9P24.1) MUTATED             0       2        2        1        1
  AMP PEAK 13(9P24.1) WILD-TYPE           4      15        8       14       19
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 13(9P24.1) MUTATED           0         0         0         0
  AMP PEAK 13(9P24.1) WILD-TYPE         9        10        23         9
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 13(9P24.1) MUTATED            2          2          1        2
  AMP PEAK 13(9P24.1) WILD-TYPE          5         19         26        5
D13V9, multiclass

Clustering(14) Variable = Amp Peak 14(11q13.3) mutation analysis
D14V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 14(11Q13.3) MUTATED   12 17
  AMP PEAK 14(11Q13.3) WILD-TYPE 88 75
  AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE 
                            29                            163 
  AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE 
                            17                             75 
$`AMP PEAK 14(11Q13.3) MUTATED`
TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D9-A3Z3 
       31.59        43.40        48.76        60.23        24.53         3.22 
TCGA-DA-A3F3 TCGA-EB-A41B TCGA-EE-A20F TCGA-EE-A2GB TCGA-EE-A2GH TCGA-EE-A2GP 
       10.49         0.10        78.87        47.54       182.01        13.87 
TCGA-EE-A2GR TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2MM TCGA-ER-A19M TCGA-ER-A19N 
       14.30        21.67        61.51       167.87        61.05        44.05 
TCGA-ER-A3ET TCGA-FS-A1YW TCGA-FS-A1ZB TCGA-FS-A1ZD TCGA-FS-A1ZK TCGA-FS-A1ZS 
       80.32       216.92        48.85        53.52        23.93       148.77 
TCGA-FS-A1ZT TCGA-FS-A4F2 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A26D 
       53.16        50.14        10.09        62.76        39.58 

$`AMP PEAK 14(11Q13.3) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 
       16.57       112.54        71.80       121.22        28.08        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3MO 
       23.77        11.87        12.10        58.03        71.24         9.30 
TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 
       21.47       148.31        49.74         2.70         6.38         7.79 
TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 
       11.34         3.88        48.89        36.03       117.17        20.38 
TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 
      194.83       176.55        35.93       107.34        61.18        53.92 
TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F5 TCGA-DA-A3F8 
       65.92        23.44        68.09        28.60       215.44        15.68 
TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC 
        0.53         0.43         1.35         1.28         1.18         0.30 
TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X 
        0.13         0.53         0.26         0.20         0.39        29.82 
TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B 
        8.65        33.73        14.70        26.86         4.93       109.64 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H 
      168.26        63.32        47.84        13.97        39.62        32.19 
TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R 
        2.56        44.35        18.58        56.42        37.35        14.47 
TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 
       55.89       345.96        25.87        17.92        46.82        78.94 
TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE 
       24.43        39.25        58.75        43.23       314.53       135.91 
TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN 
       22.55        89.33        54.71        55.00        75.48        90.94 
TCGA-EE-A2GO TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 
      101.95        55.59        19.56        67.13       129.24        28.80 
TCGA-EE-A2M8 TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI 
       19.76        47.28       103.27       103.17        16.96       204.62 
TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ 
       96.23       144.76       203.01        47.54       248.61        43.23 
TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB 
      103.56       136.44        41.59        53.26         4.24       122.73 
TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH 
       25.84         3.68        26.73        13.81        23.47       138.77 
TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A1A1 TCGA-ER-A3PL 
       12.59        26.37         6.41       131.08        79.99        33.21 
TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1YY 
       12.10        10.09        80.48       160.60        48.59       228.59 
TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZC 
      202.62        20.91        28.08         7.76        27.68       357.37 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM 
       40.27        15.45         9.70        32.71        47.38       101.26 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZU TCGA-FS-A1ZW 
       24.00        74.73       133.55        11.41        26.56        49.48 
TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 
       27.06        27.02        77.79        12.43        49.45         0.20 
TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 
       22.98        47.54         0.03        76.41       120.46        15.35 
TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C 
      117.93        84.72        64.41         5.59        32.48        26.99 
TCGA-IH-A3EA 
       17.23 

  AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE 
                          0.10                           0.03 
  AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE 
                        216.92                         357.37 
  AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE 
                         48.76                          37.35 
[1] "0.1 - 216.9 (48.8)" "0.0 - 357.4 (37.4)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 14(11Q13.3) MUTATED"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 14(11Q13.3) WILD-TYPE"   "AMP PEAK 14(11Q13.3) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 14(11Q13.3) WILD-TYPE" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 14(11Q13.3) MUTATED" "AMP PEAK 14(11Q13.3) WILD-TYPE" 
[1] "hr=" "1.2"
D14V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 14(11Q13.3) MUTATED                    6             1
  AMP PEAK 14(11Q13.3) WILD-TYPE                 21            25
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 14(11Q13.3) MUTATED                                                                                          4
  AMP PEAK 14(11Q13.3) WILD-TYPE                                                                                       33
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 14(11Q13.3) MUTATED                    19
  AMP PEAK 14(11Q13.3) WILD-TYPE                  93
D14V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 14(11Q13.3) MUTATED
  DISTANT METASTASIS                                                                                                  6
  PRIMARY TUMOR                                                                                                       1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            4
  REGIONAL LYMPH NODE                                                                                                19
                                                                                          clus
vv                                                                                         AMP PEAK 14(11Q13.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   21
  PRIMARY TUMOR                                                                                                        25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             33
  REGIONAL LYMPH NODE                                                                                                  93
D14V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 14(11Q13.3) MUTATED      9   21
  AMP PEAK 14(11Q13.3) WILD-TYPE   67  105
        clus
vv       AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE
  FEMALE                            9                             67
  MALE                             21                            105
D14V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 14(11Q13.3) MUTATED      0   30
  AMP PEAK 14(11Q13.3) WILD-TYPE    3  169
     clus
vv    AMP PEAK 14(11Q13.3) MUTATED AMP PEAK 14(11Q13.3) WILD-TYPE
  NO                             0                              3
  YES                           30                            169
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 14(11Q13.3) MUTATED    27   0   0   0   0
  AMP PEAK 14(11Q13.3) WILD-TYPE 149   2   2   2   3
D14V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 14(11Q13.3) MUTATED   19  0   3   3  0   1   1   0  1  0
  AMP PEAK 14(11Q13.3) WILD-TYPE 91  2   5  14  1   4  13   6 18  5
D14V7, multiclass
D14V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 14(11Q13.3) MUTATED             1       4        1        2        5
  AMP PEAK 14(11Q13.3) WILD-TYPE           3      13        9       13       15
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 14(11Q13.3) MUTATED           1         2         3         2
  AMP PEAK 14(11Q13.3) WILD-TYPE         8         8        20         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 14(11Q13.3) MUTATED            2          4          1        0
  AMP PEAK 14(11Q13.3) WILD-TYPE          5         17         26        7
D14V9, multiclass

Clustering(15) Variable = Amp Peak 15(11q13.4) mutation analysis
D15V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 15(11Q13.4) MUTATED   12 16
  AMP PEAK 15(11Q13.4) WILD-TYPE 88 76
  AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE 
                            28                            164 
  AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE 
                            16                             76 
$`AMP PEAK 15(11Q13.4) MUTATED`
TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D9-A3Z3 TCGA-EB-A41B 
       43.40        48.76        60.23        24.53         3.22         0.10 
TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GH TCGA-EE-A2GP TCGA-EE-A2M5 TCGA-EE-A2MC 
       47.54        43.23       182.01        13.87        21.67        61.51 
TCGA-EE-A2MM TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3ET TCGA-ER-A3PL 
      167.87       131.08        61.05        44.05        80.32        33.21 
TCGA-FS-A1YW TCGA-FS-A1ZB TCGA-FS-A1ZD TCGA-FS-A1ZK TCGA-FS-A1ZS TCGA-FS-A1ZT 
      216.92        48.85        53.52        23.93       148.77        53.16 
TCGA-FS-A4F2 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A26D 
       50.14        10.09        62.76        39.58 

$`AMP PEAK 15(11Q13.4) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 
       16.57       112.54        71.80       121.22        28.08        31.59 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC 
       65.49        23.77        11.87        12.10        58.03        71.24 
TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX 
        9.30        21.47       148.31        49.74         2.70         6.38 
TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY 
        7.79        11.34         3.88        48.89        36.03       117.17 
TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 
       20.38       194.83       176.55        35.93       107.34        61.18 
TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 
       53.92        65.92        23.44        68.09        28.60        10.49 
TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV 
      215.44        15.68         0.53         0.43         1.35         1.28 
TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A42Y 
        1.18         0.30         0.13         0.53         0.26         0.20 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 
        0.39        29.82         8.65        33.73        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C 
        4.93       109.64        78.87       168.26        63.32        47.84 
TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N 
       13.97        39.62        32.19         2.56        44.35        18.58 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V 
       56.42        37.35        14.47        55.89       345.96        25.87 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 
       17.92        46.82        78.94        24.43        39.25        58.75 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      314.53       135.91        22.55        89.33        54.71        55.00 
TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT 
       75.48        90.94       101.95        14.30        55.59        19.56 
TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MD TCGA-EE-A2ME 
       67.13       129.24        28.80        19.76        47.28       103.27 
TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML 
      103.17        16.96       204.62        96.23       144.76       203.01 
TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT 
       47.54       248.61        43.23       103.56       136.44        41.59 
TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE 
       53.26         4.24       122.73        25.84         3.68        26.73 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J 
       13.81        23.47       138.77        12.59        26.37         6.41 
TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YX 
       79.99        12.10        10.09        80.48       160.60        48.59 
TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA 
      228.59       202.62        20.91        28.08         7.76        27.68 
TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ 
      357.37        40.27        15.45         9.70        32.71        47.38 
TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZU 
      101.26        24.00        74.73       133.55        11.41        26.56 
TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC 
       49.48        27.06        27.02        77.79        12.43        49.45 
TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 
        0.20        22.98        47.54         0.03        76.41       120.46 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26A 
       15.35       117.93        84.72        64.41         5.59        32.48 
TCGA-GN-A26C TCGA-IH-A3EA 
       26.99        17.23 

  AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE 
                          0.10                           0.03 
  AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE 
                        216.92                         357.37 
  AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE 
                        48.805                         35.980 
[1] "0.1 - 216.9 (48.8)" "0.0 - 357.4 (36.0)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 15(11Q13.4) MUTATED"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 15(11Q13.4) WILD-TYPE"   "AMP PEAK 15(11Q13.4) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 15(11Q13.4) WILD-TYPE" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 15(11Q13.4) MUTATED" "AMP PEAK 15(11Q13.4) WILD-TYPE" 
[1] "hr=" "1.1"
D15V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 15(11Q13.4) MUTATED                    6             1
  AMP PEAK 15(11Q13.4) WILD-TYPE                 21            25
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 15(11Q13.4) MUTATED                                                                                          4
  AMP PEAK 15(11Q13.4) WILD-TYPE                                                                                       33
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 15(11Q13.4) MUTATED                    18
  AMP PEAK 15(11Q13.4) WILD-TYPE                  94
D15V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 15(11Q13.4) MUTATED
  DISTANT METASTASIS                                                                                                  6
  PRIMARY TUMOR                                                                                                       1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            4
  REGIONAL LYMPH NODE                                                                                                18
                                                                                          clus
vv                                                                                         AMP PEAK 15(11Q13.4) WILD-TYPE
  DISTANT METASTASIS                                                                                                   21
  PRIMARY TUMOR                                                                                                        25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             33
  REGIONAL LYMPH NODE                                                                                                  94
D15V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 15(11Q13.4) MUTATED      9   20
  AMP PEAK 15(11Q13.4) WILD-TYPE   67  106
        clus
vv       AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE
  FEMALE                            9                             67
  MALE                             20                            106
D15V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 15(11Q13.4) MUTATED      0   29
  AMP PEAK 15(11Q13.4) WILD-TYPE    3  170
     clus
vv    AMP PEAK 15(11Q13.4) MUTATED AMP PEAK 15(11Q13.4) WILD-TYPE
  NO                             0                              3
  YES                           29                            170
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 15(11Q13.4) MUTATED    24   0   1   0   0
  AMP PEAK 15(11Q13.4) WILD-TYPE 152   2   1   2   3
D15V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 15(11Q13.4) MUTATED   19  0   3   3  0   0   0   0  1  0
  AMP PEAK 15(11Q13.4) WILD-TYPE 91  2   5  14  1   5  14   6 18  5
D15V7, multiclass
D15V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 15(11Q13.4) MUTATED             1       4        1        2        3
  AMP PEAK 15(11Q13.4) WILD-TYPE           3      13        9       13       17
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 15(11Q13.4) MUTATED           1         3         3         2
  AMP PEAK 15(11Q13.4) WILD-TYPE         8         7        20         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 15(11Q13.4) MUTATED            2          2          1        1
  AMP PEAK 15(11Q13.4) WILD-TYPE          5         19         26        6
D15V9, multiclass

Clustering(16) Variable = Amp Peak 16(12q15) mutation analysis
D16V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 16(12Q15) MUTATED   13 13
  AMP PEAK 16(12Q15) WILD-TYPE 87 79
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          26                          166 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          13                           79 
$`AMP PEAK 16(12Q15) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q9 TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CF 
       16.57        71.80        31.59        58.03        71.24        24.53 
TCGA-D3-A3MV TCGA-D9-A1X3 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A3F5 TCGA-EB-A3Y6 
       21.47         7.79        48.89        36.03       215.44         0.53 
TCGA-EE-A29D TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GH TCGA-EE-A2M5 TCGA-EE-A2MS 
       13.97        58.75        47.54       182.01        21.67       136.44 
TCGA-ER-A3ET TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZQ TCGA-GN-A267 TCGA-GN-A268 
       80.32        23.93       101.26       133.55        64.41        62.76 
TCGA-GN-A26A TCGA-GN-A26D 
       32.48        39.58 

$`AMP PEAK 16(12Q15) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 
      112.54       121.22        28.08        43.40        65.49        23.77 
TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D9-A148 
       11.87        48.76        12.10        60.23         9.30       148.31 
TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 
       49.74         2.70         6.38        11.34         3.22         3.88 
TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 
      117.17        20.38       194.83       176.55        35.93       107.34 
TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
       61.18        53.92        65.92        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV 
       10.49        15.68         0.53         0.43         1.35         1.28 
TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        1.18         0.30         0.13         0.26         0.10         0.20 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 
        0.39        29.82         8.65        33.73        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C 
        4.93       109.64        78.87       168.26        63.32        47.84 
TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P 
       39.62        32.19         2.56        44.35        18.58        56.42 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
       37.35        14.47        55.89       345.96        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2GC TCGA-EE-A2GD 
       46.82        78.94        24.43        39.25        43.23       314.53 
TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM 
      135.91        22.55        89.33        54.71        55.00        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT 
       90.94       101.95        13.87        14.30        55.59        19.56 
TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD 
       67.13       129.24        28.80        19.76        61.51        47.28 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK 
      103.27       103.17        16.96       204.62        96.23       144.76 
TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR 
      203.01       167.87        47.54       248.61        43.23       103.56 
TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD 
       41.59        53.26         4.24       122.73        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F 
       26.73        13.81        23.47       138.77        12.59        26.37 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3PL 
        6.41       131.08        61.05        44.05        79.99        33.21 
TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX 
       12.10        10.09        80.48       160.60       216.92        48.59 
TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA 
      228.59       202.62        20.91        28.08         7.76        27.68 
TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG 
       48.85       357.37        53.52        40.27        15.45         9.70 
TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS 
       32.71        47.38        24.00        74.73        11.41       148.77 
TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 
       53.16        26.56        49.48        27.06        27.02        77.79 
TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU 
       50.14        12.43        49.45         0.20        22.98        47.54 
TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 
        0.03        76.41       120.46        15.35       117.93        84.72 
TCGA-GN-A266 TCGA-GN-A269 TCGA-GN-A26C TCGA-IH-A3EA 
       10.09         5.59        26.99        17.23 

  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                        0.53                         0.03 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                      215.44                       357.37 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                      48.215                       39.945 
[1] "0.5 - 215.4 (48.2)" "0.0 - 357.4 (39.9)"
                  TCGA-D3-A1Q1                   TCGA-D3-A1Q5 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q6                   TCGA-D3-A1Q7 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q8                   TCGA-D3-A1Q9 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A2J6                   TCGA-D3-A2J8 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A2J9                   TCGA-D3-A2JD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A2JF                   TCGA-D3-A2JK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A3C6                   TCGA-D3-A3CC 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A3CE                   TCGA-D3-A3CF 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A3MO                   TCGA-D3-A3MV 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D9-A148                   TCGA-D9-A149 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A1JW                   TCGA-D9-A1JX 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A1X3                   TCGA-D9-A3Z1 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A3Z3                   TCGA-D9-A3Z4 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1HV                   TCGA-DA-A1HW 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-DA-A1HY                   TCGA-DA-A1I0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I1                   TCGA-DA-A1I2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I4                   TCGA-DA-A1I5 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I7                   TCGA-DA-A1I8 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1IA                   TCGA-DA-A1IB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1IC                   TCGA-DA-A3F2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A3F3                   TCGA-DA-A3F5 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-DA-A3F8                   TCGA-EB-A1NK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A24C                   TCGA-EB-A24D 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3HV                   TCGA-EB-A3XB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3XC                   TCGA-EB-A3XF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3Y6                   TCGA-EB-A41A 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A41B                   TCGA-EB-A42Y 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A42Z                   TCGA-EE-A17X 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A17Z                   TCGA-EE-A181 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A182                   TCGA-EE-A183 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A185                   TCGA-EE-A20B 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A20F                   TCGA-EE-A20H 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29A                   TCGA-EE-A29C 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29D                   TCGA-EE-A29E 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29H                   TCGA-EE-A29L 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29M                   TCGA-EE-A29N 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29P                   TCGA-EE-A29Q 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29R                   TCGA-EE-A29S 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29T                   TCGA-EE-A29V 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29X                   TCGA-EE-A2A0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2A1                   TCGA-EE-A2A2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2A5                   TCGA-EE-A2A6 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2GB                   TCGA-EE-A2GC 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GD                   TCGA-EE-A2GE 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GH                   TCGA-EE-A2GI 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GJ                   TCGA-EE-A2GK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GL                   TCGA-EE-A2GM 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GN                   TCGA-EE-A2GO 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GP                   TCGA-EE-A2GR 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GS                   TCGA-EE-A2GT 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GU                   TCGA-EE-A2M5 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2M6                   TCGA-EE-A2M7 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2M8                   TCGA-EE-A2MC 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MD                   TCGA-EE-A2ME 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MG                   TCGA-EE-A2MH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MI                   TCGA-EE-A2MJ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MK                   TCGA-EE-A2ML 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MM                   TCGA-EE-A2MN 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MP                   TCGA-EE-A2MQ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MR                   TCGA-EE-A2MS 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2MT                   TCGA-EE-A2MU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AA                   TCGA-EE-A3AB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AC                   TCGA-EE-A3AD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AE                   TCGA-EE-A3AF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AG                   TCGA-EE-A3AH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19D                   TCGA-ER-A19F 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19J                   TCGA-ER-A19L 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19M                   TCGA-ER-A19N 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A1A1                   TCGA-ER-A3ET 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-ER-A3PL                   TCGA-FR-A2OS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FR-A3R1                   TCGA-FR-A3YN 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FR-A44A                   TCGA-FS-A1YW 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1YX                   TCGA-FS-A1YY 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1Z0                   TCGA-FS-A1Z3 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1Z4                   TCGA-FS-A1Z7 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZA                   TCGA-FS-A1ZB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZC                   TCGA-FS-A1ZD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZE                   TCGA-FS-A1ZF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZG                   TCGA-FS-A1ZH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZJ                   TCGA-FS-A1ZK 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-FS-A1ZM                   TCGA-FS-A1ZN 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZP                   TCGA-FS-A1ZQ 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-FS-A1ZR                   TCGA-FS-A1ZS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZT                   TCGA-FS-A1ZU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZW                   TCGA-FS-A1ZY 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZZ                   TCGA-FS-A4F0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A4F2                   TCGA-FS-A4F9 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A4FC                   TCGA-FW-A3I3 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FW-A3R5                   TCGA-FW-A3TU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GF-A2C7                   TCGA-GN-A261 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A262                   TCGA-GN-A263 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A264                   TCGA-GN-A265 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A266                   TCGA-GN-A267 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-GN-A268                   TCGA-GN-A269 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A26A                   TCGA-GN-A26C 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A26D                   TCGA-IH-A3EA 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q1                   TCGA-D3-A1Q5 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q6                   TCGA-D3-A1Q7 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q8                   TCGA-D3-A1Q9 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A2J6                   TCGA-D3-A2J8 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A2J9                   TCGA-D3-A2JD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A2JF                   TCGA-D3-A2JK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A3C6                   TCGA-D3-A3CC 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A3CE                   TCGA-D3-A3CF 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A3MO                   TCGA-D3-A3MV 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D9-A148                   TCGA-D9-A149 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A1JW                   TCGA-D9-A1JX 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A1X3                   TCGA-D9-A3Z1 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A3Z3                   TCGA-D9-A3Z4 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1HV                   TCGA-DA-A1HW 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-DA-A1HY                   TCGA-DA-A1I0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I1                   TCGA-DA-A1I2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I4                   TCGA-DA-A1I5 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I7                   TCGA-DA-A1I8 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1IA                   TCGA-DA-A1IB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1IC                   TCGA-DA-A3F2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A3F3                   TCGA-DA-A3F5 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-DA-A3F8                   TCGA-EB-A1NK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A24C                   TCGA-EB-A24D 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3HV                   TCGA-EB-A3XB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3XC                   TCGA-EB-A3XF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3Y6                   TCGA-EB-A41A 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A41B                   TCGA-EB-A42Y 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A42Z                   TCGA-EE-A17X 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A17Z                   TCGA-EE-A181 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A182                   TCGA-EE-A183 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A185                   TCGA-EE-A20B 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A20F                   TCGA-EE-A20H 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29A                   TCGA-EE-A29C 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29D                   TCGA-EE-A29E 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29H                   TCGA-EE-A29L 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29M                   TCGA-EE-A29N 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29P                   TCGA-EE-A29Q 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29R                   TCGA-EE-A29S 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29T                   TCGA-EE-A29V 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29X                   TCGA-EE-A2A0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2A1                   TCGA-EE-A2A2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2A5                   TCGA-EE-A2A6 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2GB                   TCGA-EE-A2GC 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GD                   TCGA-EE-A2GE 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GH                   TCGA-EE-A2GI 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GJ                   TCGA-EE-A2GK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GL                   TCGA-EE-A2GM 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GN                   TCGA-EE-A2GO 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GP                   TCGA-EE-A2GR 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GS                   TCGA-EE-A2GT 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GU                   TCGA-EE-A2M5 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2M6                   TCGA-EE-A2M7 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2M8                   TCGA-EE-A2MC 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MD                   TCGA-EE-A2ME 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MG                   TCGA-EE-A2MH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MI                   TCGA-EE-A2MJ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MK                   TCGA-EE-A2ML 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MM                   TCGA-EE-A2MN 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MP                   TCGA-EE-A2MQ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MR                   TCGA-EE-A2MS 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2MT                   TCGA-EE-A2MU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AA                   TCGA-EE-A3AB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AC                   TCGA-EE-A3AD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AE                   TCGA-EE-A3AF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AG                   TCGA-EE-A3AH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19D                   TCGA-ER-A19F 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19J                   TCGA-ER-A19L 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19M                   TCGA-ER-A19N 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A1A1                   TCGA-ER-A3ET 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-ER-A3PL                   TCGA-FR-A2OS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FR-A3R1                   TCGA-FR-A3YN 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FR-A44A                   TCGA-FS-A1YW 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1YX                   TCGA-FS-A1YY 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1Z0                   TCGA-FS-A1Z3 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1Z4                   TCGA-FS-A1Z7 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZA                   TCGA-FS-A1ZB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZC                   TCGA-FS-A1ZD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZE                   TCGA-FS-A1ZF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZG                   TCGA-FS-A1ZH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZJ                   TCGA-FS-A1ZK 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-FS-A1ZM                   TCGA-FS-A1ZN 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZP                   TCGA-FS-A1ZQ 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-FS-A1ZR                   TCGA-FS-A1ZS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZT                   TCGA-FS-A1ZU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZW                   TCGA-FS-A1ZY 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZZ                   TCGA-FS-A4F0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A4F2                   TCGA-FS-A4F9 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A4FC                   TCGA-FW-A3I3 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FW-A3R5                   TCGA-FW-A3TU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GF-A2C7                   TCGA-GN-A261 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A262                   TCGA-GN-A263 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A264                   TCGA-GN-A265 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A266                   TCGA-GN-A267 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-GN-A268                   TCGA-GN-A269 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A26A                   TCGA-GN-A26C 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A26D                   TCGA-IH-A3EA 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q1                   TCGA-D3-A1Q5 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q6                   TCGA-D3-A1Q7 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A1Q8                   TCGA-D3-A1Q9 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A2J6                   TCGA-D3-A2J8 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A2J9                   TCGA-D3-A2JD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A2JF                   TCGA-D3-A2JK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D3-A3C6                   TCGA-D3-A3CC 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A3CE                   TCGA-D3-A3CF 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D3-A3MO                   TCGA-D3-A3MV 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-D9-A148                   TCGA-D9-A149 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A1JW                   TCGA-D9-A1JX 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A1X3                   TCGA-D9-A3Z1 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-D9-A3Z3                   TCGA-D9-A3Z4 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1HV                   TCGA-DA-A1HW 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-DA-A1HY                   TCGA-DA-A1I0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I1                   TCGA-DA-A1I2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I4                   TCGA-DA-A1I5 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1I7                   TCGA-DA-A1I8 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1IA                   TCGA-DA-A1IB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A1IC                   TCGA-DA-A3F2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-DA-A3F3                   TCGA-DA-A3F5 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-DA-A3F8                   TCGA-EB-A1NK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A24C                   TCGA-EB-A24D 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3HV                   TCGA-EB-A3XB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3XC                   TCGA-EB-A3XF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A3Y6                   TCGA-EB-A41A 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A41B                   TCGA-EB-A42Y 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EB-A42Z                   TCGA-EE-A17X 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A17Z                   TCGA-EE-A181 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A182                   TCGA-EE-A183 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A185                   TCGA-EE-A20B 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A20F                   TCGA-EE-A20H 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29A                   TCGA-EE-A29C 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29D                   TCGA-EE-A29E 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29H                   TCGA-EE-A29L 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29M                   TCGA-EE-A29N 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29P                   TCGA-EE-A29Q 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29R                   TCGA-EE-A29S 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29T                   TCGA-EE-A29V 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A29X                   TCGA-EE-A2A0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2A1                   TCGA-EE-A2A2 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2A5                   TCGA-EE-A2A6 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2GB                   TCGA-EE-A2GC 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GD                   TCGA-EE-A2GE 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GH                   TCGA-EE-A2GI 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GJ                   TCGA-EE-A2GK 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GL                   TCGA-EE-A2GM 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GN                   TCGA-EE-A2GO 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GP                   TCGA-EE-A2GR 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GS                   TCGA-EE-A2GT 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2GU                   TCGA-EE-A2M5 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2M6                   TCGA-EE-A2M7 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2M8                   TCGA-EE-A2MC 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MD                   TCGA-EE-A2ME 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MG                   TCGA-EE-A2MH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MI                   TCGA-EE-A2MJ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MK                   TCGA-EE-A2ML 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MM                   TCGA-EE-A2MN 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MP                   TCGA-EE-A2MQ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A2MR                   TCGA-EE-A2MS 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-EE-A2MT                   TCGA-EE-A2MU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AA                   TCGA-EE-A3AB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AC                   TCGA-EE-A3AD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AE                   TCGA-EE-A3AF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-EE-A3AG                   TCGA-EE-A3AH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19D                   TCGA-ER-A19F 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19J                   TCGA-ER-A19L 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A19M                   TCGA-ER-A19N 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ER-A1A1                   TCGA-ER-A3ET 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-ER-A3PL                   TCGA-FR-A2OS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FR-A3R1                   TCGA-FR-A3YN 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FR-A44A                   TCGA-FS-A1YW 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1YX                   TCGA-FS-A1YY 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1Z0                   TCGA-FS-A1Z3 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1Z4                   TCGA-FS-A1Z7 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZA                   TCGA-FS-A1ZB 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZC                   TCGA-FS-A1ZD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZE                   TCGA-FS-A1ZF 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZG                   TCGA-FS-A1ZH 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZJ                   TCGA-FS-A1ZK 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-FS-A1ZM                   TCGA-FS-A1ZN 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZP                   TCGA-FS-A1ZQ 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-FS-A1ZR                   TCGA-FS-A1ZS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZT                   TCGA-FS-A1ZU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZW                   TCGA-FS-A1ZY 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A1ZZ                   TCGA-FS-A4F0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A4F2                   TCGA-FS-A4F9 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FS-A4FC                   TCGA-FW-A3I3 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-FW-A3R5                   TCGA-FW-A3TU 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GF-A2C7                   TCGA-GN-A261 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A262                   TCGA-GN-A263 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A264                   TCGA-GN-A265 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A266                   TCGA-GN-A267 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-GN-A268                   TCGA-GN-A269 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A26A                   TCGA-GN-A26C 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-GN-A26D                   TCGA-IH-A3EA 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
[1] "hr=" "1"  
D16V2, continuous
                              vv
clus                           DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 16(12Q15) MUTATED                    2             1
  AMP PEAK 16(12Q15) WILD-TYPE                 25            25
                              vv
clus                           REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 16(12Q15) MUTATED                                                                                          7
  AMP PEAK 16(12Q15) WILD-TYPE                                                                                       30
                              vv
clus                           REGIONAL LYMPH NODE
  AMP PEAK 16(12Q15) MUTATED                    16
  AMP PEAK 16(12Q15) WILD-TYPE                  96
D16V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 16(12Q15) MUTATED
  DISTANT METASTASIS                                                                                                2
  PRIMARY TUMOR                                                                                                     1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          7
  REGIONAL LYMPH NODE                                                                                              16
                                                                                          clus
vv                                                                                         AMP PEAK 16(12Q15) WILD-TYPE
  DISTANT METASTASIS                                                                                                 25
  PRIMARY TUMOR                                                                                                      25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           30
  REGIONAL LYMPH NODE                                                                                                96
D16V4, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 16(12Q15) MUTATED     12   14
  AMP PEAK 16(12Q15) WILD-TYPE   64  112
        clus
vv       AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE
  FEMALE                         12                           64
  MALE                           14                          112
D16V5, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 16(12Q15) MUTATED      1   25
  AMP PEAK 16(12Q15) WILD-TYPE    2  174
     clus
vv    AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE
  NO                           1                            2
  YES                         25                          174
                              vv
clus                            M0  M1 M1A M1B M1C
  AMP PEAK 16(12Q15) MUTATED    24   0   0   0   0
  AMP PEAK 16(12Q15) WILD-TYPE 152   2   2   2   3
D16V6, multiclass
                              vv
clus                           N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 16(12Q15) MUTATED   11  0   4   3  0   2   2   1  3  0
  AMP PEAK 16(12Q15) WILD-TYPE 99  2   4  14  1   3  12   5 16  5
D16V7, multiclass
D16V8, continuous
                              vv
clus                           I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 16(12Q15) MUTATED             1       2        1        1        2
  AMP PEAK 16(12Q15) WILD-TYPE           3      15        9       14       18
                              vv
clus                           STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 16(12Q15) MUTATED           0         1         3         2
  AMP PEAK 16(12Q15) WILD-TYPE         9         9        20         7
                              vv
clus                           STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 16(12Q15) MUTATED            4          4          4        0
  AMP PEAK 16(12Q15) WILD-TYPE          3         17         23        7
D16V9, multiclass

Clustering(17) Variable = Amp Peak 17(13q31.3) mutation analysis
D17V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 17(13Q31.3) MUTATED   23 27
  AMP PEAK 17(13Q31.3) WILD-TYPE 77 65
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            50                            142 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            27                             65 
$`AMP PEAK 17(13Q31.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D3-A3CE 
       16.57        71.80        43.40        48.76        71.24        60.23 
TCGA-D9-A3Z4 TCGA-DA-A1I7 TCGA-DA-A3F3 TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV 
        3.88        61.18        10.49         0.43         1.35         1.28 
TCGA-EB-A41B TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29L TCGA-EE-A29P 
        0.10       109.64       168.26        63.32         2.56        56.42 
TCGA-EE-A29R TCGA-EE-A2A5 TCGA-EE-A2GB TCGA-EE-A2GH TCGA-EE-A2GM TCGA-EE-A2GN 
       14.47        39.25        47.54       182.01        75.48        90.94 
TCGA-EE-A2GP TCGA-EE-A2M7 TCGA-EE-A2MP TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D 
       13.87        28.80       248.61        13.81        23.47        12.59 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3PL TCGA-FR-A44A TCGA-FS-A1YW 
      131.08        61.05        44.05        33.21       160.60       216.92 
TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZE 
       48.59       202.62        20.91        28.08         7.76        40.27 
TCGA-FS-A1ZQ TCGA-FS-A1ZT TCGA-FS-A1ZY TCGA-FS-A4F2 TCGA-FW-A3TU TCGA-GN-A267 
      133.55        53.16        27.06        50.14        47.54        64.41 
TCGA-GN-A268 TCGA-GN-A269 
       62.76         5.59 

$`AMP PEAK 17(13Q31.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 
      112.54       121.22        28.08        31.59        65.49        23.77 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV 
       11.87        12.10        58.03        24.53         9.30        21.47 
TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 
      148.31        49.74         2.70         6.38         7.79        11.34 
TCGA-D9-A3Z3 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 
        3.22        48.89        36.03       117.17        20.38       194.83 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB 
      176.55        35.93       107.34        53.92        65.92        23.44 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A3XB 
       68.09        28.60       215.44        15.68         0.53         1.18 
TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A42Y TCGA-EB-A42Z 
        0.30         0.13         0.53         0.26         0.20         0.39 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 
       29.82         8.65        33.73        14.70        26.86         4.93 
TCGA-EE-A20F TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29M 
       78.87        47.84        13.97        39.62        32.19        44.35 
TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
       18.58        37.35        55.89       345.96        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GC TCGA-EE-A2GD 
       46.82        78.94        24.43        58.75        43.23       314.53 
TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GO 
      135.91        22.55        89.33        54.71        55.00       101.95 
TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
       14.30        55.59        19.56        67.13        21.67       129.24 
TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH 
       19.76        61.51        47.28       103.27       103.17        16.96 
TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN 
      204.62        96.23       144.76       203.01       167.87        47.54 
TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA 
       43.23       103.56       136.44        41.59        53.26         4.24 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AH TCGA-ER-A19F 
      122.73        25.84         3.68        26.73       138.77        26.37 
TCGA-ER-A19J TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN 
        6.41        79.99        80.32        12.10        10.09        80.48 
TCGA-FS-A1YY TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF 
      228.59        27.68        48.85       357.37        53.52        15.45 
TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN 
        9.70        32.71        47.38        23.93       101.26        24.00 
TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZZ 
       74.73        11.41       148.77        26.56        49.48        27.02 
TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GF-A2C7 
       77.79        12.43        49.45         0.20        22.98         0.03 
TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 
       76.41       120.46        15.35       117.93        84.72        10.09 
TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       32.48        26.99        39.58        17.23 

  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                          0.10                           0.03 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                        248.61                         357.37 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                         47.54                          36.69 
[1] "0.1 - 248.6 (47.5)" "0.0 - 357.4 (36.7)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
[1] "hr=" "1.1"
D17V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 17(13Q31.3) MUTATED                   12             8
  AMP PEAK 17(13Q31.3) WILD-TYPE                 15            18
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 17(13Q31.3) MUTATED                                                                                         12
  AMP PEAK 17(13Q31.3) WILD-TYPE                                                                                       25
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 17(13Q31.3) MUTATED                    21
  AMP PEAK 17(13Q31.3) WILD-TYPE                  91
D17V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 17(13Q31.3) MUTATED
  DISTANT METASTASIS                                                                                                 12
  PRIMARY TUMOR                                                                                                       8
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           12
  REGIONAL LYMPH NODE                                                                                                21
                                                                                          clus
vv                                                                                         AMP PEAK 17(13Q31.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   15
  PRIMARY TUMOR                                                                                                        18
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             25
  REGIONAL LYMPH NODE                                                                                                  91
D17V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 17(13Q31.3) MUTATED     20   33
  AMP PEAK 17(13Q31.3) WILD-TYPE   56   93
        clus
vv       AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE
  FEMALE                           20                             56
  MALE                             33                             93
D17V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 17(13Q31.3) MUTATED      0   53
  AMP PEAK 17(13Q31.3) WILD-TYPE    3  146
     clus
vv    AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE
  NO                             0                              3
  YES                           53                            146
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 17(13Q31.3) MUTATED    45   0   1   0   0
  AMP PEAK 17(13Q31.3) WILD-TYPE 131   2   1   2   3
D17V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 17(13Q31.3) MUTATED   29  0   4   5  0   0   3   0  4  1
  AMP PEAK 17(13Q31.3) WILD-TYPE 81  2   4  12  1   5  11   6 15  4
D17V7, multiclass
D17V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 17(13Q31.3) MUTATED             1       5        2        5        3
  AMP PEAK 17(13Q31.3) WILD-TYPE           3      12        8       10       17
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 17(13Q31.3) MUTATED           2         3         8         3
  AMP PEAK 17(13Q31.3) WILD-TYPE         7         7        15         6
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 17(13Q31.3) MUTATED            3          4          6        1
  AMP PEAK 17(13Q31.3) WILD-TYPE          4         17         21        6
D17V9, multiclass

Clustering(18) Variable = Amp Peak 18(15q24.3) mutation analysis
D18V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 18(15Q24.3) MUTATED   26 31
  AMP PEAK 18(15Q24.3) WILD-TYPE 74 61
  AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE 
                            57                            135 
  AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE 
                            31                             61 
$`AMP PEAK 18(15Q24.3) MUTATED`
TCGA-D3-A1Q5 TCGA-D3-A1Q9 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A3CE 
      112.54        31.59        23.77        11.87        48.76        60.23 
TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1I7 
       21.47       148.31        49.74        48.89        36.03        61.18 
TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-EE-A181 TCGA-EE-A183 TCGA-EE-A20F TCGA-EE-A20H 
       10.49       215.44        33.73        26.86        78.87       168.26 
TCGA-EE-A29D TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A1 TCGA-EE-A2GH TCGA-EE-A2GI 
       13.97       345.96        17.92        78.94       182.01        22.55 
TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 
       75.48        90.94       101.95        67.13       129.24        28.80 
TCGA-EE-A2MD TCGA-EE-A2MJ TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MS 
       47.28        96.23        47.54       248.61        43.23       136.44 
TCGA-EE-A3AB TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19M 
      122.73        26.73        13.81        23.47        12.59        61.05 
TCGA-ER-A3ET TCGA-FR-A44A TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZC TCGA-FS-A1ZD 
       80.32       160.60        20.91         7.76       357.37        53.52 
TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZY TCGA-FS-A4F2 TCGA-FW-A3R5 TCGA-GN-A264 
       74.73       133.55        27.06        50.14        22.98       117.93 
TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A26A 
       84.72        64.41        32.48 

$`AMP PEAK 18(15Q24.3) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 
       16.57        71.80       121.22        28.08        43.40        65.49 
TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A1JW 
       12.10        58.03        71.24        24.53         9.30         2.70 
TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HY 
        6.38         7.79        11.34         3.22         3.88       117.17 
TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I8 
       20.38       194.83       176.55        35.93       107.34        53.92 
TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F8 TCGA-EB-A1NK 
       65.92        23.44        68.09        28.60        15.68         0.53 
TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF 
        0.43         1.35         1.28         1.18         0.30         0.13 
TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X 
        0.53         0.26         0.10         0.20         0.39        29.82 
TCGA-EE-A17Z TCGA-EE-A182 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A29A TCGA-EE-A29C 
        8.65        14.70         4.93       109.64        63.32        47.84 
TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P 
       39.62        32.19         2.56        44.35        18.58        56.42 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A2A0 TCGA-EE-A2A2 
       37.35        14.47        55.89        25.87        46.82        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE 
       39.25        58.75        47.54        43.23       314.53       135.91 
TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS 
       89.33        54.71        55.00        13.87        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2M5 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2ME TCGA-EE-A2MG 
       19.56        21.67        19.76        61.51       103.27       103.17 
TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MR 
       16.96       204.62       144.76       203.01       167.87       103.56 
TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AH 
       41.59        53.26         4.24        25.84         3.68       138.77 
TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3PL 
       26.37         6.41       131.08        44.05        79.99        33.21 
TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY 
       12.10        10.09        80.48       216.92        48.59       228.59 
TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZE TCGA-FS-A1ZF 
      202.62        28.08        27.68        48.85        40.27        15.45 
TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN 
        9.70        32.71        47.38        23.93       101.26        24.00 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZZ 
       11.41       148.77        53.16        26.56        49.48        27.02 
TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3TU TCGA-GF-A2C7 
       77.79        12.43        49.45         0.20        47.54         0.03 
TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A269 
       76.41       120.46        15.35        10.09        62.76         5.59 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

  AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE 
                          7.76                           0.03 
  AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE 
                        357.37                         314.53 
  AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE 
                         53.52                          32.71 
[1] "7.8 - 357.4 (53.5)" "0.0 - 314.5 (32.7)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 18(15Q24.3) MUTATED"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 18(15Q24.3) WILD-TYPE"   "AMP PEAK 18(15Q24.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 18(15Q24.3) MUTATED" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 18(15Q24.3) WILD-TYPE" "AMP PEAK 18(15Q24.3) WILD-TYPE" 
[1] "hr=" "1.3"
D18V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 18(15Q24.3) MUTATED                    9             1
  AMP PEAK 18(15Q24.3) WILD-TYPE                 18            25
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 18(15Q24.3) MUTATED                                                                                         10
  AMP PEAK 18(15Q24.3) WILD-TYPE                                                                                       27
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 18(15Q24.3) MUTATED                    40
  AMP PEAK 18(15Q24.3) WILD-TYPE                  72
D18V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 18(15Q24.3) MUTATED
  DISTANT METASTASIS                                                                                                  9
  PRIMARY TUMOR                                                                                                       1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           10
  REGIONAL LYMPH NODE                                                                                                40
                                                                                          clus
vv                                                                                         AMP PEAK 18(15Q24.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   18
  PRIMARY TUMOR                                                                                                        25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             27
  REGIONAL LYMPH NODE                                                                                                  72
D18V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 18(15Q24.3) MUTATED     23   37
  AMP PEAK 18(15Q24.3) WILD-TYPE   53   89
        clus
vv       AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE
  FEMALE                           23                             53
  MALE                             37                             89
D18V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 18(15Q24.3) MUTATED      0   60
  AMP PEAK 18(15Q24.3) WILD-TYPE    3  139
     clus
vv    AMP PEAK 18(15Q24.3) MUTATED AMP PEAK 18(15Q24.3) WILD-TYPE
  NO                             0                              3
  YES                           60                            139
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 18(15Q24.3) MUTATED    52   0   0   1   0
  AMP PEAK 18(15Q24.3) WILD-TYPE 124   2   2   1   3
D18V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 18(15Q24.3) MUTATED   33  0   3   6  1   3   3   0  3  1
  AMP PEAK 18(15Q24.3) WILD-TYPE 77  2   5  11  0   2  11   6 16  4
D18V7, multiclass
D18V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 18(15Q24.3) MUTATED             4       6        4        4        9
  AMP PEAK 18(15Q24.3) WILD-TYPE           0      11        6       11       11
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 18(15Q24.3) MUTATED           2         1         3         2
  AMP PEAK 18(15Q24.3) WILD-TYPE         7         9        20         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 18(15Q24.3) MUTATED            4          6          5        0
  AMP PEAK 18(15Q24.3) WILD-TYPE          3         15         22        7
D18V9, multiclass

Clustering(19) Variable = Amp Peak 19(17q25.3) mutation analysis
D19V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 19(17Q25.3) MUTATED   40 30
  AMP PEAK 19(17Q25.3) WILD-TYPE 60 62
  AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE 
                            70                            122 
  AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE 
                            30                             62 
$`AMP PEAK 19(17Q25.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D3-A3CF 
       16.57        31.59        11.87        48.76        71.24        24.53 
TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A1JW TCGA-DA-A1HV TCGA-DA-A1HY 
        9.30        21.47       148.31         2.70        48.89       117.17 
TCGA-DA-A1I1 TCGA-DA-A1I7 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F3 TCGA-DA-A3F5 
      194.83        61.18        65.92        68.09        10.49       215.44 
TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3Y6 TCGA-EB-A41B TCGA-EE-A181 TCGA-EE-A182 
        0.53         1.35         0.53         0.10        33.73        14.70 
TCGA-EE-A185 TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L 
        4.93        78.87       168.26        13.97        32.19         2.56 
TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29R TCGA-EE-A29V TCGA-EE-A2A6 TCGA-EE-A2GB 
       18.58        56.42        14.47        25.87        58.75        47.54 
TCGA-EE-A2GC TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GM TCGA-EE-A2GP TCGA-EE-A2GR 
       43.23       182.01        22.55        75.48        13.87        14.30 
TCGA-EE-A2M7 TCGA-EE-A2MD TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MN TCGA-EE-A2MP 
       28.80        47.28        16.96       204.62        47.54       248.61 
TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A3AC TCGA-EE-A3AE TCGA-ER-A19F 
      103.56       136.44        41.59        25.84        26.73        26.37 
TCGA-ER-A19N TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A3YN TCGA-FS-A1YW TCGA-FS-A1YX 
       44.05        80.32        33.21        80.48       216.92        48.59 
TCGA-FS-A1ZD TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZQ TCGA-FS-A1ZT TCGA-FS-A1ZU 
       53.52        23.93       101.26       133.55        53.16        26.56 
TCGA-FW-A3I3 TCGA-GN-A265 TCGA-GN-A268 TCGA-GN-A26D 
        0.20        84.72        62.76        39.58 

$`AMP PEAK 19(17Q25.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 
      112.54        71.80       121.22        28.08        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D9-A149 TCGA-D9-A1JX 
       23.77        12.10        58.03        60.23        49.74         6.38 
TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HW TCGA-DA-A1I0 
        7.79        11.34         3.22         3.88        36.03        20.38 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I8 TCGA-DA-A1IB TCGA-DA-A3F2 
      176.55        35.93       107.34        53.92        23.44        28.60 
TCGA-DA-A3F8 TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF 
       15.68         0.43         1.28         1.18         0.30         0.13 
TCGA-EB-A41A TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A183 
        0.26         0.20         0.39        29.82         8.65        26.86 
TCGA-EE-A20B TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29M TCGA-EE-A29Q 
      109.64        63.32        47.84        39.62        44.35        37.35 
TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 
       55.89       345.96        17.92        46.82        78.94        24.43 
TCGA-EE-A2A5 TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
       39.25       314.53       135.91        89.33        54.71        55.00 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 
       90.94       101.95        55.59        19.56        67.13        21.67 
TCGA-EE-A2M6 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MJ 
      129.24        19.76        61.51       103.27       103.17        96.23 
TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MQ TCGA-EE-A2MU TCGA-EE-A3AA 
      144.76       203.01       167.87        43.23        53.26         4.24 
TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D 
      122.73         3.68        13.81        23.47       138.77        12.59 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 
        6.41       131.08        61.05        79.99        12.10        10.09 
TCGA-FR-A44A TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 
      160.60       228.59       202.62        20.91        28.08         7.76 
TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG 
       27.68        48.85       357.37        40.27        15.45         9.70 
TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS 
       32.71        47.38        24.00        74.73        11.41       148.77 
TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 
       49.48        27.06        27.02        77.79        50.14        12.43 
TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 
       49.45        22.98        47.54         0.03        76.41       120.46 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26A 
       15.35       117.93        10.09        64.41         5.59        32.48 
TCGA-GN-A26C TCGA-IH-A3EA 
       26.99        17.23 

  AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE 
                          0.10                           0.03 
  AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE 
                        248.61                         357.37 
  AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE 
                        42.410                         39.945 
[1] "0.1 - 248.6 (42.4)" "0.0 - 357.4 (39.9)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 19(17Q25.3) MUTATED"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 19(17Q25.3) WILD-TYPE"   "AMP PEAK 19(17Q25.3) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 19(17Q25.3) WILD-TYPE" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 19(17Q25.3) MUTATED" "AMP PEAK 19(17Q25.3) WILD-TYPE" 
[1] "hr=" "1.2"
D19V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 19(17Q25.3) MUTATED                   10             4
  AMP PEAK 19(17Q25.3) WILD-TYPE                 17            22
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 19(17Q25.3) MUTATED                                                                                         13
  AMP PEAK 19(17Q25.3) WILD-TYPE                                                                                       24
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 19(17Q25.3) MUTATED                    43
  AMP PEAK 19(17Q25.3) WILD-TYPE                  69
D19V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 19(17Q25.3) MUTATED
  DISTANT METASTASIS                                                                                                 10
  PRIMARY TUMOR                                                                                                       4
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           13
  REGIONAL LYMPH NODE                                                                                                43
                                                                                          clus
vv                                                                                         AMP PEAK 19(17Q25.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   17
  PRIMARY TUMOR                                                                                                        22
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             24
  REGIONAL LYMPH NODE                                                                                                  69
D19V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 19(17Q25.3) MUTATED     23   47
  AMP PEAK 19(17Q25.3) WILD-TYPE   53   79
        clus
vv       AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE
  FEMALE                           23                             53
  MALE                             47                             79
D19V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 19(17Q25.3) MUTATED      0   70
  AMP PEAK 19(17Q25.3) WILD-TYPE    3  129
     clus
vv    AMP PEAK 19(17Q25.3) MUTATED AMP PEAK 19(17Q25.3) WILD-TYPE
  NO                             0                              3
  YES                           70                            129
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 19(17Q25.3) MUTATED    63   1   1   1   0
  AMP PEAK 19(17Q25.3) WILD-TYPE 113   1   1   1   3
D19V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 19(17Q25.3) MUTATED   39  0   3   7  0   3   4   3  8  0
  AMP PEAK 19(17Q25.3) WILD-TYPE 71  2   5  10  1   2  10   3 11  5
D19V7, multiclass
D19V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 19(17Q25.3) MUTATED             1       6        5        3        8
  AMP PEAK 19(17Q25.3) WILD-TYPE           3      11        5       12       12
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 19(17Q25.3) MUTATED           1         3         8         3
  AMP PEAK 19(17Q25.3) WILD-TYPE         8         7        15         6
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 19(17Q25.3) MUTATED            2          9         12        2
  AMP PEAK 19(17Q25.3) WILD-TYPE          5         12         15        5
D19V9, multiclass

Clustering(20) Variable = Amp Peak 20(19p13.2) mutation analysis
D20V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 20(19P13.2) MUTATED   17 19
  AMP PEAK 20(19P13.2) WILD-TYPE 83 73
  AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE 
                            36                            156 
  AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE 
                            19                             73 
$`AMP PEAK 20(19P13.2) MUTATED`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A2JF TCGA-D3-A3MV TCGA-DA-A1I0 TCGA-DA-A1IC 
      112.54        71.80        48.76        21.47        20.38        68.09 
TCGA-DA-A3F5 TCGA-EB-A42Z TCGA-EE-A29E TCGA-EE-A29L TCGA-EE-A29P TCGA-EE-A29R 
      215.44         0.39        39.62         2.56        56.42        14.47 
TCGA-EE-A2GH TCGA-EE-A2GO TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2MG TCGA-EE-A2MM 
      182.01       101.95       129.24        28.80       103.17       167.87 
TCGA-EE-A2MR TCGA-ER-A19J TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A3YN TCGA-FS-A1YY 
      103.56         6.41        80.32        33.21        80.48       228.59 
TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZJ TCGA-FS-A1ZM 
       20.91         7.76       357.37        53.52        47.38       101.26 
TCGA-FS-A1ZS TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A26C 
      148.77        50.14         0.20        10.09        64.41        26.99 

$`AMP PEAK 20(19P13.2) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2J8 
       16.57       121.22        28.08        31.59        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE 
       23.77        11.87        12.10        58.03        71.24        60.23 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX 
       24.53         9.30       148.31        49.74         2.70         6.38 
TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW 
        7.79        11.34         3.22         3.88        48.89        36.03 
TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 
      117.17       194.83       176.55        35.93       107.34        61.18 
TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 
       53.92        65.92        23.44        28.60        10.49        15.68 
TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC 
        0.53         0.43         1.35         1.28         1.18         0.30 
TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EE-A17X 
        0.13         0.53         0.26         0.10         0.20        29.82 
TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B 
        8.65        33.73        14.70        26.86         4.93       109.64 
TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29H 
       78.87       168.26        63.32        47.84        13.97        32.19 
TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V 
       44.35        18.58        37.35        55.89       345.96        25.87 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 
       17.92        46.82        78.94        24.43        39.25        58.75 
TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GJ 
       47.54        43.23       314.53       135.91        22.55        89.33 
TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GP TCGA-EE-A2GR 
       54.71        55.00        75.48        90.94        13.87        14.30 
TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M8 TCGA-EE-A2MC 
       55.59        19.56        67.13        21.67        19.76        61.51 
TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK 
       47.28       103.27        16.96       204.62        96.23       144.76 
TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A2MT 
      203.01        47.54       248.61        43.23       136.44        41.59 
TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE 
       53.26         4.24       122.73        25.84         3.68        26.73 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19L 
       13.81        23.47       138.77        12.59        26.37       131.08 
TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A44A 
       61.05        44.05        79.99        12.10        10.09       160.60 
TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZB 
      216.92        48.59       202.62        28.08        27.68        48.85 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZN 
       40.27        15.45         9.70        32.71        23.93        24.00 
TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW 
       74.73       133.55        11.41        53.16        26.56        49.48 
TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 
       27.06        27.02        77.79        12.43        49.45        22.98 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 
       47.54         0.03        76.41       120.46        15.35       117.93 
TCGA-GN-A265 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26D TCGA-IH-A3EA 
       84.72        62.76         5.59        32.48        39.58        17.23 

  AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE 
                          0.20                           0.03 
  AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE 
                        357.37                         345.96 
  AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE 
                         54.97                          36.69 
[1] "0.2 - 357.4 (55.0)" "0.0 - 346.0 (36.7)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 20(19P13.2) MUTATED" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "AMP PEAK 20(19P13.2) MUTATED"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"AMP PEAK 20(19P13.2) WILD-TYPE"   "AMP PEAK 20(19P13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"AMP PEAK 20(19P13.2) WILD-TYPE" "AMP PEAK 20(19P13.2) WILD-TYPE" 
[1] "hr=" "1.3"
D20V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 20(19P13.2) MUTATED                    7             3
  AMP PEAK 20(19P13.2) WILD-TYPE                 20            23
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 20(19P13.2) MUTATED                                                                                          9
  AMP PEAK 20(19P13.2) WILD-TYPE                                                                                       28
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 20(19P13.2) MUTATED                    19
  AMP PEAK 20(19P13.2) WILD-TYPE                  93
D20V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 20(19P13.2) MUTATED
  DISTANT METASTASIS                                                                                                  7
  PRIMARY TUMOR                                                                                                       3
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            9
  REGIONAL LYMPH NODE                                                                                                19
                                                                                          clus
vv                                                                                         AMP PEAK 20(19P13.2) WILD-TYPE
  DISTANT METASTASIS                                                                                                   20
  PRIMARY TUMOR                                                                                                        23
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             28
  REGIONAL LYMPH NODE                                                                                                  93
D20V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 20(19P13.2) MUTATED     12   26
  AMP PEAK 20(19P13.2) WILD-TYPE   64  100
        clus
vv       AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE
  FEMALE                           12                             64
  MALE                             26                            100
D20V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 20(19P13.2) MUTATED      1   37
  AMP PEAK 20(19P13.2) WILD-TYPE    2  162
     clus
vv    AMP PEAK 20(19P13.2) MUTATED AMP PEAK 20(19P13.2) WILD-TYPE
  NO                             1                              2
  YES                           37                            162
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 20(19P13.2) MUTATED    31   2   2   0   0
  AMP PEAK 20(19P13.2) WILD-TYPE 145   0   0   2   3
D20V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 20(19P13.2) MUTATED   20  0   2   5  0   1   1   2  4  0
  AMP PEAK 20(19P13.2) WILD-TYPE 90  2   6  12  1   4  13   4 15  5
D20V7, multiclass
D20V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 20(19P13.2) MUTATED             2       6        1        2        3
  AMP PEAK 20(19P13.2) WILD-TYPE           2      11        9       13       17
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 20(19P13.2) MUTATED           2         0         2         2
  AMP PEAK 20(19P13.2) WILD-TYPE         7        10        21         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 20(19P13.2) MUTATED            2          3          7        3
  AMP PEAK 20(19P13.2) WILD-TYPE          5         18         20        4
D20V9, multiclass

Clustering(21) Variable = Amp Peak 21(20q13.2) mutation analysis
D21V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 21(20Q13.2) MUTATED   50 46
  AMP PEAK 21(20Q13.2) WILD-TYPE 50 46
  AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE 
                            96                             96 
  AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE 
                            46                             46 
$`AMP PEAK 21(20Q13.2) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A3C6 
       16.57       112.54        31.59        11.87        48.76        58.03 
TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A1JX TCGA-D9-A3Z3 
       71.24        60.23        21.47       148.31         6.38         3.22 
TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I7 
       48.89        36.03        20.38       194.83       176.55        61.18 
TCGA-DA-A1IA TCGA-DA-A3F5 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3XC TCGA-EB-A3Y6 
       65.92       215.44         0.53         1.35         0.30         0.53 
TCGA-EE-A183 TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29D TCGA-EE-A29E 
       26.86       109.64       168.26        63.32        13.97        39.62 
TCGA-EE-A29L TCGA-EE-A29P TCGA-EE-A29R TCGA-EE-A29T TCGA-EE-A2A1 TCGA-EE-A2A5 
        2.56        56.42        14.47       345.96        78.94        39.25 
TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GM 
       58.75        47.54       135.91       182.01        22.55        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
       90.94       101.95        13.87        67.13        21.67       129.24 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MP 
       28.80        19.76        61.51       103.17        16.96       248.61 
TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD 
      136.44        41.59        53.26       122.73        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AG TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A3PL 
       26.73        23.47         6.41       131.08        61.05        33.21 
TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1Z7 
       80.48       160.60        48.59       202.62        28.08         7.76 
TCGA-FS-A1ZA TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZJ 
       27.68       357.37        53.52        40.27         9.70        47.38 
TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZQ TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU 
       23.93       101.26       133.55       148.77        53.16        26.56 
TCGA-FS-A1ZY TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-GF-A2C7 TCGA-GN-A264 TCGA-GN-A265 
       27.06        50.14         0.20         0.03       117.93        84.72 
TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D 
       64.41        62.76         5.59        32.48        26.99        39.58 

$`AMP PEAK 21(20Q13.2) WILD-TYPE`
TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 
       71.80       121.22        28.08        43.40        65.49        23.77 
TCGA-D3-A2JK TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1X3 
       12.10        24.53         9.30        49.74         2.70         7.79 
TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HY TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I8 
       11.34         3.88       117.17        35.93       107.34        53.92 
TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A24C 
       23.44        68.09        28.60        10.49        15.68         0.43 
TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        1.28         1.18         0.13         0.26         0.10         0.20 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A185 
        0.39        29.82         8.65        33.73        14.70         4.93 
TCGA-EE-A20F TCGA-EE-A29C TCGA-EE-A29H TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29Q 
       78.87        47.84        32.19        44.35        18.58        37.35 
TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A2 TCGA-EE-A2GC 
       55.89        25.87        17.92        46.82        24.43        43.23 
TCGA-EE-A2GD TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GR TCGA-EE-A2GS 
      314.53        89.33        54.71        55.00        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK 
       19.56        47.28       103.27       204.62        96.23       144.76 
TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A3AA 
      203.01       167.87        47.54        43.23       103.56         4.24 
TCGA-EE-A3AF TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19N TCGA-ER-A1A1 
       13.81       138.77        12.59        26.37        44.05        79.99 
TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z3 
       80.32        12.10        10.09       216.92       228.59        20.91 
TCGA-FS-A1ZB TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR 
       48.85        15.45        32.71        24.00        74.73        11.41 
TCGA-FS-A1ZW TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 
       49.48        27.02        77.79        12.43        49.45        22.98 
TCGA-FW-A3TU TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A266 TCGA-IH-A3EA 
       47.54        76.41       120.46        15.35        10.09        17.23 

  AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE 
                          0.03                           0.10 
  AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE 
                        357.37                         314.53 
  AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE 
                        48.675                         32.450 
[1] "0.0 - 357.4 (48.7)" "0.1 - 314.5 (32.5)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 21(20Q13.2) WILD-TYPE" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 21(20Q13.2) WILD-TYPE"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 21(20Q13.2) MUTATED"   "AMP PEAK 21(20Q13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 21(20Q13.2) MUTATED" "AMP PEAK 21(20Q13.2) WILD-TYPE" 
[1] "hr=" "1.3"
D21V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 21(20Q13.2) MUTATED                   17            10
  AMP PEAK 21(20Q13.2) WILD-TYPE                 10            16
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 21(20Q13.2) MUTATED                                                                                         18
  AMP PEAK 21(20Q13.2) WILD-TYPE                                                                                       19
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 21(20Q13.2) MUTATED                    57
  AMP PEAK 21(20Q13.2) WILD-TYPE                  55
D21V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 21(20Q13.2) MUTATED
  DISTANT METASTASIS                                                                                                 17
  PRIMARY TUMOR                                                                                                      10
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           18
  REGIONAL LYMPH NODE                                                                                                57
                                                                                          clus
vv                                                                                         AMP PEAK 21(20Q13.2) WILD-TYPE
  DISTANT METASTASIS                                                                                                   10
  PRIMARY TUMOR                                                                                                        16
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             19
  REGIONAL LYMPH NODE                                                                                                  55
D21V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 21(20Q13.2) MUTATED     36   66
  AMP PEAK 21(20Q13.2) WILD-TYPE   40   60
        clus
vv       AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE
  FEMALE                           36                             40
  MALE                             66                             60
D21V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 21(20Q13.2) MUTATED      1  101
  AMP PEAK 21(20Q13.2) WILD-TYPE    2   98
     clus
vv    AMP PEAK 21(20Q13.2) MUTATED AMP PEAK 21(20Q13.2) WILD-TYPE
  NO                             1                              2
  YES                          101                             98
                                vv
clus                             M0 M1 M1A M1B M1C
  AMP PEAK 21(20Q13.2) MUTATED   89  2   2   1   0
  AMP PEAK 21(20Q13.2) WILD-TYPE 87  0   0   1   3
D21V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 21(20Q13.2) MUTATED   57  1   5  10  0   3   6   2  8  3
  AMP PEAK 21(20Q13.2) WILD-TYPE 53  1   3   7  1   2   8   4 11  2
D21V7, multiclass
D21V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 21(20Q13.2) MUTATED             4      12        7        7        8
  AMP PEAK 21(20Q13.2) WILD-TYPE           0       5        3        8       12
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 21(20Q13.2) MUTATED           3         2        13         4
  AMP PEAK 21(20Q13.2) WILD-TYPE         6         8        10         5
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 21(20Q13.2) MUTATED            4         12         13        3
  AMP PEAK 21(20Q13.2) WILD-TYPE          3          9         14        4
D21V9, multiclass

Clustering(22) Variable = Amp Peak 22(22q13.2) mutation analysis
D22V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 22(22Q13.2) MUTATED   46 37
  AMP PEAK 22(22Q13.2) WILD-TYPE 54 55
  AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE 
                            83                            109 
  AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE 
                            37                             55 
$`AMP PEAK 22(22Q13.2) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q9 TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D3-A3MV 
       16.57        31.59        71.24        60.23         9.30        21.47 
TCGA-D9-A148 TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY 
      148.31         6.38        11.34        48.89        36.03       117.17 
TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB 
       20.38       194.83        61.18        53.92        65.92        23.44 
TCGA-DA-A3F5 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3Y6 TCGA-EE-A17Z TCGA-EE-A20H 
      215.44         0.53         1.35         0.53         8.65       168.26 
TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29R TCGA-EE-A29X TCGA-EE-A2A2 
        2.56        44.35        18.58        14.47        17.92        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GM 
       39.25        58.75        47.54       182.01        22.55        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2ME TCGA-EE-A2MJ 
       90.94       101.95       129.24        28.80       103.27        96.23 
TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MU TCGA-EE-A3AA 
       47.54        43.23       103.56       136.44        53.26         4.24 
TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AG TCGA-ER-A19L TCGA-ER-A19M 
      122.73         3.68        26.73        23.47       131.08        61.05 
TCGA-ER-A3ET TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YY TCGA-FS-A1Z7 TCGA-FS-A1ZA 
       80.32        80.48       160.60       228.59         7.76        27.68 
TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZM 
       53.52        40.27         9.70        32.71        23.93       101.26 
TCGA-FS-A1ZQ TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY 
      133.55       148.77        53.16        26.56        49.48        27.06 
TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-FW-A3TU TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A267 
       50.14         0.20        47.54       117.93        84.72        64.41 
TCGA-GN-A268 TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       62.76        32.48        26.99        39.58        17.23 

$`AMP PEAK 22(22Q13.2) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 
      112.54        71.80       121.22        28.08        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CF 
       23.77        11.87        48.76        12.10        58.03        24.53 
TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1X3 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1I2 
       49.74         2.70         7.79         3.22         3.88       176.55 
TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 
       35.93       107.34        68.09        28.60        10.49        15.68 
TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A41A 
        0.43         1.28         1.18         0.30         0.13         0.26 
TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A181 TCGA-EE-A182 
        0.10         0.20         0.39        29.82        33.73        14.70 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A29A TCGA-EE-A29C 
       26.86         4.93       109.64        78.87        63.32        47.84 
TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29S 
       13.97        39.62        32.19        56.42        37.35        55.89 
TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2GC TCGA-EE-A2GD 
      345.96        25.87        46.82        78.94        43.23       314.53 
TCGA-EE-A2GE TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GP TCGA-EE-A2GR 
      135.91        89.33        54.71        55.00        13.87        14.30 
TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M8 TCGA-EE-A2MC 
       55.59        19.56        67.13        21.67        19.76        61.51 
TCGA-EE-A2MD TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2ML 
       47.28       103.17        16.96       204.62       144.76       203.01 
TCGA-EE-A2MM TCGA-EE-A2MP TCGA-EE-A2MT TCGA-EE-A3AC TCGA-EE-A3AF TCGA-EE-A3AH 
      167.87       248.61        41.59        25.84        13.81       138.77 
TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3PL 
       12.59        26.37         6.41        44.05        79.99        33.21 
TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z3 
       12.10        10.09       216.92        48.59       202.62        20.91 
TCGA-FS-A1Z4 TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZF TCGA-FS-A1ZJ TCGA-FS-A1ZN 
       28.08        48.85       357.37        15.45        47.38        24.00 
TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC 
       74.73        11.41        27.02        77.79        12.43        49.45 
TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A266 
       22.98         0.03        76.41       120.46        15.35        10.09 
TCGA-GN-A269 
        5.59 

  AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE 
                          0.20                           0.03 
  AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE 
                        228.59                         357.37 
  AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE 
                         47.54                          33.73 
[1] "0.2 - 228.6 (47.5)" "0.0 - 357.4 (33.7)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"AMP PEAK 22(22Q13.2) WILD-TYPE" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"AMP PEAK 22(22Q13.2) WILD-TYPE"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "AMP PEAK 22(22Q13.2) MUTATED" "AMP PEAK 22(22Q13.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "AMP PEAK 22(22Q13.2) MUTATED"   "AMP PEAK 22(22Q13.2) MUTATED" 
[1] "hr=" "1.2"
D22V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  AMP PEAK 22(22Q13.2) MUTATED                   15             9
  AMP PEAK 22(22Q13.2) WILD-TYPE                 12            17
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  AMP PEAK 22(22Q13.2) MUTATED                                                                                         16
  AMP PEAK 22(22Q13.2) WILD-TYPE                                                                                       21
                                vv
clus                             REGIONAL LYMPH NODE
  AMP PEAK 22(22Q13.2) MUTATED                    48
  AMP PEAK 22(22Q13.2) WILD-TYPE                  64
D22V3, multiclass
                                                                                          clus
vv                                                                                         AMP PEAK 22(22Q13.2) MUTATED
  DISTANT METASTASIS                                                                                                 15
  PRIMARY TUMOR                                                                                                       9
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           16
  REGIONAL LYMPH NODE                                                                                                48
                                                                                          clus
vv                                                                                         AMP PEAK 22(22Q13.2) WILD-TYPE
  DISTANT METASTASIS                                                                                                   12
  PRIMARY TUMOR                                                                                                        17
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             21
  REGIONAL LYMPH NODE                                                                                                  64
D22V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 22(22Q13.2) MUTATED     36   52
  AMP PEAK 22(22Q13.2) WILD-TYPE   40   74
        clus
vv       AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE
  FEMALE                           36                             40
  MALE                             52                             74
D22V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 22(22Q13.2) MUTATED      1   87
  AMP PEAK 22(22Q13.2) WILD-TYPE    2  112
     clus
vv    AMP PEAK 22(22Q13.2) MUTATED AMP PEAK 22(22Q13.2) WILD-TYPE
  NO                             1                              2
  YES                           87                            112
                                vv
clus                              M0  M1 M1A M1B M1C
  AMP PEAK 22(22Q13.2) MUTATED    75   1   1   1   1
  AMP PEAK 22(22Q13.2) WILD-TYPE 101   1   1   1   2
D22V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  AMP PEAK 22(22Q13.2) MUTATED   42  0   5   7  0   4   6   5  9  2
  AMP PEAK 22(22Q13.2) WILD-TYPE 68  2   3  10  1   1   8   1 10  3
D22V7, multiclass
D22V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  AMP PEAK 22(22Q13.2) MUTATED             2       6        4        5        7
  AMP PEAK 22(22Q13.2) WILD-TYPE           2      11        6       10       13
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  AMP PEAK 22(22Q13.2) MUTATED           4         3        10         4
  AMP PEAK 22(22Q13.2) WILD-TYPE         5         7        13         5
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  AMP PEAK 22(22Q13.2) MUTATED            5         12         13        2
  AMP PEAK 22(22Q13.2) WILD-TYPE          2          9         14        5
D22V9, multiclass

Clustering(23) Variable = Del Peak  1(1p36.31) mutation analysis
D23V1, survival
                                sevent
clus2                             0  1
  DEL PEAK  1(1P36.31) MUTATED   29 21
  DEL PEAK  1(1P36.31) WILD-TYPE 71 71
  DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE 
                            50                            142 
  DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE 
                            21                             71 
$`DEL PEAK  1(1P36.31) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D3-A3MV TCGA-D9-A1JX 
       16.57        12.10        58.03        60.23        21.47         6.38 
TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I7 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A24C 
       20.38       176.55        61.18       215.44        15.68         0.43 
TCGA-EB-A24D TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A42Z TCGA-EE-A182 TCGA-EE-A20F 
        1.35         0.53         0.26         0.39        14.70        78.87 
TCGA-EE-A20H TCGA-EE-A29D TCGA-EE-A29R TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GO 
      168.26        13.97        14.47       135.91        22.55       101.95 
TCGA-EE-A2GR TCGA-EE-A2M5 TCGA-EE-A2MD TCGA-EE-A2MH TCGA-EE-A2MK TCGA-EE-A2MS 
       14.30        21.67        47.28        16.96       144.76       136.44 
TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AF TCGA-ER-A19D TCGA-ER-A3PL TCGA-FS-A1YW 
      122.73         3.68        13.81        12.59        33.21       216.92 
TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z7 TCGA-FS-A1ZJ TCGA-FS-A1ZT 
       48.59       228.59       202.62         7.76        47.38        53.16 
TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A4F0 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3TU 
       49.48        27.06        77.79        49.45         0.20        47.54 
TCGA-GF-A2C7 TCGA-GN-A26D 
        0.03        39.58 

$`DEL PEAK  1(1P36.31) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J6 
      112.54        71.80       121.22        28.08        31.59        43.40 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D3-A3CF 
       65.49        23.77        11.87        48.76        71.24        24.53 
TCGA-D3-A3MO TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1X3 TCGA-D9-A3Z1 
        9.30       148.31        49.74         2.70         7.79        11.34 
TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 
        3.22         3.88        48.89        36.03       117.17       194.83 
TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC 
       35.93       107.34        53.92        65.92        23.44        68.09 
TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-EB-A1NK TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC 
       28.60        10.49         0.53         1.28         1.18         0.30 
TCGA-EB-A3XF TCGA-EB-A41B TCGA-EB-A42Y TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 
        0.13         0.10         0.20        29.82         8.65        33.73 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29E 
       26.86         4.93       109.64        63.32        47.84        39.62 
TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q 
       32.19         2.56        44.35        18.58        56.42        37.35 
TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 
       55.89       345.96        25.87        17.92        46.82        78.94 
TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD 
       24.43        39.25        58.75        47.54        43.23       314.53 
TCGA-EE-A2GH TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN 
      182.01        89.33        54.71        55.00        75.48        90.94 
TCGA-EE-A2GP TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 
       13.87        55.59        19.56        67.13       129.24        28.80 
TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2MJ 
       19.76        61.51       103.27       103.17       204.62        96.23 
TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR 
      203.01       167.87        47.54       248.61        43.23       103.56 
TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AE TCGA-EE-A3AG 
       41.59        53.26         4.24        25.84        26.73        23.47 
TCGA-EE-A3AH TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N 
      138.77        26.37         6.41       131.08        61.05        44.05 
TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A 
       79.99        80.32        12.10        10.09        80.48       160.60 
TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD 
       20.91        28.08        27.68        48.85       357.37        53.52 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZM 
       40.27        15.45         9.70        32.71        23.93       101.26 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZU 
       24.00        74.73       133.55        11.41       148.77        26.56 
TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FW-A3R5 TCGA-GN-A261 TCGA-GN-A262 
       27.02        50.14        12.43        22.98        76.41       120.46 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 
       15.35       117.93        84.72        10.09        64.41        62.76 
TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C TCGA-IH-A3EA 
        5.59        32.48        26.99        17.23 

  DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE 
                          0.03                           0.10 
  DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE 
                        228.59                         357.37 
  DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE 
                        30.135                         43.230 
[1] "0.0 - 228.6 (30.1)" "0.1 - 357.4 (43.2)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
  "DEL PEAK  1(1P36.31) MUTATED"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK  1(1P36.31) WILD-TYPE"   "DEL PEAK  1(1P36.31) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK  1(1P36.31) WILD-TYPE" "DEL PEAK  1(1P36.31) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK  1(1P36.31) MUTATED" "DEL PEAK  1(1P36.31) WILD-TYPE" 
[1] "hr=" "1.1"
D23V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  1(1P36.31) MUTATED                    9             7
  DEL PEAK  1(1P36.31) WILD-TYPE                 18            19
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  1(1P36.31) MUTATED                                                                                         11
  DEL PEAK  1(1P36.31) WILD-TYPE                                                                                       26
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK  1(1P36.31) MUTATED                    27
  DEL PEAK  1(1P36.31) WILD-TYPE                  85
D23V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  1(1P36.31) MUTATED
  DISTANT METASTASIS                                                                                                  9
  PRIMARY TUMOR                                                                                                       7
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           11
  REGIONAL LYMPH NODE                                                                                                27
                                                                                          clus
vv                                                                                         DEL PEAK  1(1P36.31) WILD-TYPE
  DISTANT METASTASIS                                                                                                   18
  PRIMARY TUMOR                                                                                                        19
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             26
  REGIONAL LYMPH NODE                                                                                                  85
D23V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  1(1P36.31) MUTATED     24   30
  DEL PEAK  1(1P36.31) WILD-TYPE   52   96
        clus
vv       DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE
  FEMALE                           24                             52
  MALE                             30                             96
D23V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  1(1P36.31) MUTATED      0   54
  DEL PEAK  1(1P36.31) WILD-TYPE    3  145
     clus
vv    DEL PEAK  1(1P36.31) MUTATED DEL PEAK  1(1P36.31) WILD-TYPE
  NO                             0                              3
  YES                           54                            145
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK  1(1P36.31) MUTATED    46   1   2   0   0
  DEL PEAK  1(1P36.31) WILD-TYPE 130   1   0   2   3
D23V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  1(1P36.31) MUTATED   30  0   1   7  0   1   6   0  3  2
  DEL PEAK  1(1P36.31) WILD-TYPE 80  2   7  10  1   4   8   6 16  3
D23V7, multiclass
D23V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  1(1P36.31) MUTATED             1       5        2        4        7
  DEL PEAK  1(1P36.31) WILD-TYPE           3      12        8       11       13
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  1(1P36.31) MUTATED           3         2         5         3
  DEL PEAK  1(1P36.31) WILD-TYPE         6         8        18         6
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  1(1P36.31) MUTATED            0          5         10        2
  DEL PEAK  1(1P36.31) WILD-TYPE          7         16         17        5
D23V9, multiclass

Clustering(24) Variable = Del Peak  2(1p22.1) mutation analysis
D24V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  2(1P22.1) MUTATED   30 20
  DEL PEAK  2(1P22.1) WILD-TYPE 70 72
  DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE 
                           50                           142 
  DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE 
                           20                            72 
$`DEL PEAK  2(1P22.1) MUTATED`
TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JD TCGA-D3-A3CC TCGA-D3-A3CE 
       28.08        31.59        43.40        11.87        71.24        60.23 
TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A3Z3 TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I7 
        9.30        21.47         3.22        20.38       176.55        61.18 
TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A24C TCGA-EB-A24D 
       53.92        65.92       215.44        15.68         0.43         1.35 
TCGA-EB-A3HV TCGA-EB-A3Y6 TCGA-EB-A42Z TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29C 
        1.28         0.53         0.39       109.64       168.26        47.84 
TCGA-EE-A29D TCGA-EE-A29R TCGA-EE-A29T TCGA-EE-A2GC TCGA-EE-A2GE TCGA-EE-A2GO 
       13.97        14.47       345.96        43.23       135.91       101.95 
TCGA-EE-A2GR TCGA-EE-A2MK TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A3AB TCGA-EE-A3AD 
       14.30       144.76       248.61       136.44       122.73         3.68 
TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A3PL TCGA-FS-A1YX 
      138.77        12.59       131.08        61.05        33.21        48.59 
TCGA-FS-A1Z0 TCGA-FS-A1Z7 TCGA-FS-A1ZJ TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZW 
      202.62         7.76        47.38       148.77        53.16        49.48 
TCGA-GN-A262 TCGA-GN-A26D 
      120.46        39.58 

$`DEL PEAK  2(1P22.1) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A2J8 TCGA-D3-A2J9 
       16.57       112.54        71.80       121.22        65.49        23.77 
TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CF TCGA-D9-A148 TCGA-D9-A149 
       48.76        12.10        58.03        24.53       148.31        49.74 
TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HV 
        2.70         6.38         7.79        11.34         3.88        48.89 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1IB 
       36.03       117.17       194.83        35.93       107.34        23.44 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-EB-A1NK TCGA-EB-A3XB TCGA-EB-A3XC 
       68.09        28.60        10.49         0.53         1.18         0.30 
TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EE-A17X TCGA-EE-A17Z 
        0.13         0.26         0.10         0.20        29.82         8.65 
TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20F TCGA-EE-A29A 
       33.73        14.70        26.86         4.93        78.87        63.32 
TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P 
       39.62        32.19         2.56        44.35        18.58        56.42 
TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 
       37.35        55.89        25.87        17.92        46.82        78.94 
TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GD TCGA-EE-A2GH 
       24.43        39.25        58.75        47.54       314.53       182.01 
TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN 
       22.55        89.33        54.71        55.00        75.48        90.94 
TCGA-EE-A2GP TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
       13.87        55.59        19.56        67.13        21.67       129.24 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG 
       28.80        19.76        61.51        47.28       103.27       103.17 
TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN 
       16.96       204.62        96.23       203.01       167.87        47.54 
TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AC 
       43.23       103.56        41.59        53.26         4.24        25.84 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19N 
       26.73        13.81        23.47        26.37         6.41        44.05 
TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A 
       79.99        80.32        12.10        10.09        80.48       160.60 
TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZB 
      216.92       228.59        20.91        28.08        27.68        48.85 
TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH 
      357.37        53.52        40.27        15.45         9.70        32.71 
TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR 
       23.93       101.26        24.00        74.73       133.55        11.41 
TCGA-FS-A1ZU TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 
       26.56        27.06        27.02        77.79        50.14        12.43 
TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 
       49.45         0.20        22.98        47.54         0.03        76.41 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 
       15.35       117.93        84.72        10.09        64.41        62.76 
TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C TCGA-IH-A3EA 
        5.59        32.48        26.99        17.23 

  DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE 
                         0.39                          0.03 
  DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE 
                       345.96                        357.37 
  DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE 
                       48.215                        36.690 
[1] "0.4 - 346.0 (48.2)" "0.0 - 357.4 (36.7)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  2(1P22.1) MUTATED"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  2(1P22.1) WILD-TYPE"   "DEL PEAK  2(1P22.1) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  2(1P22.1) WILD-TYPE" "DEL PEAK  2(1P22.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK  2(1P22.1) MUTATED" "DEL PEAK  2(1P22.1) WILD-TYPE" 
[1] "hr=" "1.5"
D24V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  2(1P22.1) MUTATED                    5             6
  DEL PEAK  2(1P22.1) WILD-TYPE                 22            20
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  2(1P22.1) MUTATED                                                                                         13
  DEL PEAK  2(1P22.1) WILD-TYPE                                                                                       24
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK  2(1P22.1) MUTATED                    29
  DEL PEAK  2(1P22.1) WILD-TYPE                  83
D24V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  2(1P22.1) MUTATED
  DISTANT METASTASIS                                                                                                 5
  PRIMARY TUMOR                                                                                                      6
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          13
  REGIONAL LYMPH NODE                                                                                               29
                                                                                          clus
vv                                                                                         DEL PEAK  2(1P22.1) WILD-TYPE
  DISTANT METASTASIS                                                                                                  22
  PRIMARY TUMOR                                                                                                       20
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            24
  REGIONAL LYMPH NODE                                                                                                 83
D24V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  2(1P22.1) MUTATED     21   32
  DEL PEAK  2(1P22.1) WILD-TYPE   55   94
        clus
vv       DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE
  FEMALE                          21                            55
  MALE                            32                            94
D24V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  2(1P22.1) MUTATED      0   53
  DEL PEAK  2(1P22.1) WILD-TYPE    3  146
     clus
vv    DEL PEAK  2(1P22.1) MUTATED DEL PEAK  2(1P22.1) WILD-TYPE
  NO                            0                             3
  YES                          53                           146
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK  2(1P22.1) MUTATED    45   0   2   1   0
  DEL PEAK  2(1P22.1) WILD-TYPE 131   2   0   1   3
D24V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  2(1P22.1) MUTATED   23  0   1   9  0   3   5   2  4  2
  DEL PEAK  2(1P22.1) WILD-TYPE 87  2   7   8  1   2   9   4 15  3
D24V7, multiclass
D24V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  2(1P22.1) MUTATED             0       5        1        3        7
  DEL PEAK  2(1P22.1) WILD-TYPE           4      12        9       12       13
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  2(1P22.1) MUTATED           0         2         5         4
  DEL PEAK  2(1P22.1) WILD-TYPE         9         8        18         5
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  2(1P22.1) MUTATED            0         10          9        2
  DEL PEAK  2(1P22.1) WILD-TYPE          7         11         18        5
D24V9, multiclass

Clustering(25) Variable = Del Peak  3(2q37.3) mutation analysis
D25V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  3(2Q37.3) MUTATED   26 20
  DEL PEAK  3(2Q37.3) WILD-TYPE 74 72
  DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE 
                           46                           146 
  DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE 
                           20                            72 
$`DEL PEAK  3(2Q37.3) MUTATED`
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1X3 
       11.87        12.10        58.03       148.31        49.74         7.79 
TCGA-DA-A1I0 TCGA-DA-A1IA TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3XB TCGA-EB-A3XC 
       20.38        65.92         0.43         1.35         1.18         0.30 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E 
      109.64        78.87       168.26        47.84        13.97        39.62 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A2GC TCGA-EE-A2GR TCGA-EE-A2MH TCGA-EE-A2MJ 
       56.42        37.35        43.23        14.30        16.96        96.23 
TCGA-EE-A2MK TCGA-EE-A2MS TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A3ET TCGA-ER-A3PL 
      144.76       136.44        13.81        23.47        80.32        33.21 
TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1ZJ 
      160.60       216.92        48.59       228.59       202.62        47.38 
TCGA-FS-A1ZM TCGA-FS-A1ZQ TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FW-A3I3 TCGA-FW-A3TU 
      101.26       133.55        27.02        77.79         0.20        47.54 
TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A26D 
      117.93        10.09        64.41        39.58 

$`DEL PEAK  3(2Q37.3) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 
       16.57       112.54        71.80       121.22        28.08        31.59 
TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D3-A3CE 
       43.40        65.49        23.77        48.76        71.24        60.23 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z1 
       24.53         9.30        21.47         2.70         6.38        11.34 
TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 
        3.22         3.88        48.89        36.03       117.17       194.83 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IB 
      176.55        35.93       107.34        61.18        53.92        23.44 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK 
       68.09        28.60        10.49       215.44        15.68         0.53 
TCGA-EB-A3HV TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        1.28         0.13         0.53         0.26         0.10         0.20 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 
        0.39        29.82         8.65        33.73        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A29A TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N 
        4.93        63.32        32.19         2.56        44.35        18.58 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 
       14.47        55.89       345.96        25.87        17.92        46.82 
TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GD 
       78.94        24.43        39.25        58.75        47.54       314.53 
TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      135.91       182.01        22.55        89.33        54.71        55.00 
TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GS TCGA-EE-A2GT 
       75.48        90.94       101.95        13.87        55.59        19.56 
TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC 
       67.13        21.67       129.24        28.80        19.76        61.51 
TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2ML TCGA-EE-A2MM 
       47.28       103.27       103.17       204.62       203.01       167.87 
TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A2MU 
       47.54       248.61        43.23       103.56        41.59        53.26 
TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AH 
        4.24       122.73        25.84         3.68        26.73       138.77 
TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N 
       12.59        26.37         6.41       131.08        61.05        44.05 
TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1Z3 TCGA-FS-A1Z4 
       79.99        12.10        10.09        80.48        20.91        28.08 
TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE 
        7.76        27.68        48.85       357.37        53.52        40.27 
TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZN TCGA-FS-A1ZP 
       15.45         9.70        32.71        23.93        24.00        74.73 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY 
       11.41       148.77        53.16        26.56        49.48        27.06 
TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 
       50.14        12.43        49.45        22.98         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A 
      120.46        15.35        84.72        62.76         5.59        32.48 
TCGA-GN-A26C TCGA-IH-A3EA 
       26.99        17.23 

  DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE 
                         0.20                          0.03 
  DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE 
                       228.59                        357.37 
  DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE 
                        47.69                         35.98 
[1] "0.2 - 228.6 (47.7)" "0.0 - 357.4 (36.0)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  3(2Q37.3) WILD-TYPE"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  3(2Q37.3) MUTATED"   "DEL PEAK  3(2Q37.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  3(2Q37.3) WILD-TYPE" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK  3(2Q37.3) MUTATED" "DEL PEAK  3(2Q37.3) WILD-TYPE" 
[1] "hr=" "1.3"
D25V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  3(2Q37.3) MUTATED                    9             5
  DEL PEAK  3(2Q37.3) WILD-TYPE                 18            21
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  3(2Q37.3) MUTATED                                                                                         13
  DEL PEAK  3(2Q37.3) WILD-TYPE                                                                                       24
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK  3(2Q37.3) MUTATED                    21
  DEL PEAK  3(2Q37.3) WILD-TYPE                  91
D25V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  3(2Q37.3) MUTATED
  DISTANT METASTASIS                                                                                                 9
  PRIMARY TUMOR                                                                                                      5
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          13
  REGIONAL LYMPH NODE                                                                                               21
                                                                                          clus
vv                                                                                         DEL PEAK  3(2Q37.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  18
  PRIMARY TUMOR                                                                                                       21
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            24
  REGIONAL LYMPH NODE                                                                                                 91
D25V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  3(2Q37.3) MUTATED     20   28
  DEL PEAK  3(2Q37.3) WILD-TYPE   56   98
        clus
vv       DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE
  FEMALE                          20                            56
  MALE                            28                            98
D25V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  3(2Q37.3) MUTATED      1   47
  DEL PEAK  3(2Q37.3) WILD-TYPE    2  152
     clus
vv    DEL PEAK  3(2Q37.3) MUTATED DEL PEAK  3(2Q37.3) WILD-TYPE
  NO                            1                             2
  YES                          47                           152
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK  3(2Q37.3) MUTATED    36   1   2   1   0
  DEL PEAK  3(2Q37.3) WILD-TYPE 140   1   0   1   3
D25V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  3(2Q37.3) MUTATED   27  0   2   5  0   0   3   1  2  2
  DEL PEAK  3(2Q37.3) WILD-TYPE 83  2   6  12  1   5  11   5 17  3
D25V7, multiclass
D25V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  3(2Q37.3) MUTATED             1       3        1        3        9
  DEL PEAK  3(2Q37.3) WILD-TYPE           3      14        9       12       11
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  3(2Q37.3) MUTATED           1         4         5         1
  DEL PEAK  3(2Q37.3) WILD-TYPE         8         6        18         8
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  3(2Q37.3) MUTATED            2          3          4        2
  DEL PEAK  3(2Q37.3) WILD-TYPE          5         18         23        5
D25V9, multiclass

Clustering(26) Variable = Del Peak  4(3p26.1) mutation analysis
D26V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  4(3P26.1) MUTATED   14 14
  DEL PEAK  4(3P26.1) WILD-TYPE 86 78
  DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE 
                           28                           164 
  DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE 
                           14                            78 
$`DEL PEAK  4(3P26.1) MUTATED`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A3C6 TCGA-D9-A1X3 TCGA-D9-A3Z3 
      112.54       121.22        31.59        58.03         7.79         3.22 
TCGA-DA-A1HW TCGA-DA-A1I2 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-EB-A24C TCGA-EE-A20F 
       36.03       176.55       107.34        61.18         0.43        78.87 
TCGA-EE-A29P TCGA-EE-A29V TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MD 
       56.42        25.87       129.24        28.80        19.76        47.28 
TCGA-EE-A3AA TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1Z4 TCGA-FS-A1ZM TCGA-FS-A1ZN 
        4.24       160.60        48.59        28.08       101.26        24.00 
TCGA-FS-A1ZQ TCGA-FW-A3TU TCGA-GN-A262 TCGA-GN-A267 
      133.55        47.54       120.46        64.41 

$`DEL PEAK  4(3P26.1) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 
       16.57        71.80        28.08        43.40        65.49        23.77 
TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF 
       11.87        48.76        12.10        71.24        60.23        24.53 
TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX 
        9.30        21.47       148.31        49.74         2.70         6.38 
TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 
       11.34         3.88        48.89       117.17        20.38       194.83 
TCGA-DA-A1I4 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
       35.93        53.92        65.92        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3HV 
       10.49       215.44        15.68         0.53         1.35         1.28 
TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B 
        1.18         0.30         0.13         0.53         0.26         0.10 
TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 
        0.20         0.39        29.82         8.65        33.73        14.70 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C 
       26.86         4.93       109.64       168.26        63.32        47.84 
TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N 
       13.97        39.62        32.19         2.56        44.35        18.58 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A0 
       37.35        14.47        55.89       345.96        17.92        46.82 
TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC 
       78.94        24.43        39.25        58.75        47.54        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
      314.53       135.91       182.01        22.55        89.33        54.71 
TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR 
       55.00        75.48        90.94       101.95        13.87        14.30 
TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2ME 
       55.59        19.56        67.13        21.67        61.51       103.27 
TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML 
      103.17        16.96       204.62        96.23       144.76       203.01 
TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS 
      167.87        47.54       248.61        43.23       103.56       136.44 
TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE 
       41.59        53.26       122.73        25.84         3.68        26.73 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J 
       13.81        23.47       138.77        12.59        26.37         6.41 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-ER-A3PL 
      131.08        61.05        44.05        79.99        80.32        33.21 
TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z0 
       12.10        10.09        80.48       216.92       228.59       202.62 
TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD 
       20.91         7.76        27.68        48.85       357.37        53.52 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZK 
       40.27        15.45         9.70        32.71        47.38        23.93 
TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW 
       74.73        11.41       148.77        53.16        26.56        49.48 
TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC 
       27.06        27.02        77.79        50.14        12.43        49.45 
TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A263 TCGA-GN-A264 
        0.20        22.98         0.03        76.41        15.35       117.93 
TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C 
       84.72        10.09        62.76         5.59        32.48        26.99 
TCGA-GN-A26D TCGA-IH-A3EA 
       39.58        17.23 

  DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE 
                         0.43                          0.03 
  DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE 
                       176.55                        357.37 
  DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE 
                       52.505                        39.415 
[1] "0.4 - 176.6 (52.5)" "0.0 - 357.4 (39.4)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  4(3P26.1) MUTATED"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  4(3P26.1) MUTATED"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  4(3P26.1) MUTATED"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  4(3P26.1) MUTATED"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  4(3P26.1) MUTATED"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  4(3P26.1) MUTATED"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  4(3P26.1) MUTATED" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK  4(3P26.1) WILD-TYPE"   "DEL PEAK  4(3P26.1) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  4(3P26.1) WILD-TYPE" "DEL PEAK  4(3P26.1) WILD-TYPE" 
[1] "hr=" "1.1"
D26V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  4(3P26.1) MUTATED                    5             2
  DEL PEAK  4(3P26.1) WILD-TYPE                 22            24
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  4(3P26.1) MUTATED                                                                                          5
  DEL PEAK  4(3P26.1) WILD-TYPE                                                                                       32
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK  4(3P26.1) MUTATED                    18
  DEL PEAK  4(3P26.1) WILD-TYPE                  94
D26V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  4(3P26.1) MUTATED
  DISTANT METASTASIS                                                                                                 5
  PRIMARY TUMOR                                                                                                      2
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           5
  REGIONAL LYMPH NODE                                                                                               18
                                                                                          clus
vv                                                                                         DEL PEAK  4(3P26.1) WILD-TYPE
  DISTANT METASTASIS                                                                                                  22
  PRIMARY TUMOR                                                                                                       24
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            32
  REGIONAL LYMPH NODE                                                                                                 94
D26V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  4(3P26.1) MUTATED     12   18
  DEL PEAK  4(3P26.1) WILD-TYPE   64  108
        clus
vv       DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE
  FEMALE                          12                            64
  MALE                            18                           108
D26V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  4(3P26.1) MUTATED      1   29
  DEL PEAK  4(3P26.1) WILD-TYPE    2  170
     clus
vv    DEL PEAK  4(3P26.1) MUTATED DEL PEAK  4(3P26.1) WILD-TYPE
  NO                            1                             2
  YES                          29                           170
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK  4(3P26.1) MUTATED    25   0   0   0   1
  DEL PEAK  4(3P26.1) WILD-TYPE 151   2   2   2   2
D26V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  4(3P26.1) MUTATED   14  1   2   3  0   1   4   1  0  1
  DEL PEAK  4(3P26.1) WILD-TYPE 96  1   6  14  1   4  10   5 19  4
D26V7, multiclass
D26V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  4(3P26.1) MUTATED             3       3        0        2        4
  DEL PEAK  4(3P26.1) WILD-TYPE           1      14       10       13       16
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  4(3P26.1) MUTATED           0         0         2         3
  DEL PEAK  4(3P26.1) WILD-TYPE         9        10        21         6
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  4(3P26.1) MUTATED            2          4          2        1
  DEL PEAK  4(3P26.1) WILD-TYPE          5         17         25        6
D26V9, multiclass

Clustering(27) Variable = Del Peak  5(3q23) mutation analysis
D27V1, survival
                             sevent
clus2                          0  1
  DEL PEAK  5(3Q23) MUTATED   14 11
  DEL PEAK  5(3Q23) WILD-TYPE 86 81
  DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE 
                         25                         167 
  DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE 
                         11                          81 
$`DEL PEAK  5(3Q23) MUTATED`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D9-A1X3 TCGA-DA-A1I2 TCGA-DA-A1I5 TCGA-DA-A1I7 
      112.54       121.22         7.79       176.55       107.34        61.18 
TCGA-EB-A24C TCGA-EE-A29H TCGA-EE-A29P TCGA-EE-A29X TCGA-EE-A2GC TCGA-EE-A2GJ 
        0.43        32.19        56.42        17.92        43.23        89.33 
TCGA-EE-A2GN TCGA-EE-A2M8 TCGA-EE-A2MR TCGA-ER-A19F TCGA-ER-A19J TCGA-FS-A1YX 
       90.94        19.76       103.56        26.37         6.41        48.59 
TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FW-A3TU TCGA-GN-A262 TCGA-GN-A264 TCGA-GN-A267 
       47.38       101.26        47.54       120.46       117.93        64.41 
TCGA-GN-A268 
       62.76 

$`DEL PEAK  5(3Q23) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2J8 
       16.57        71.80        28.08        31.59        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC 
       23.77        11.87        48.76        12.10        58.03        71.24 
TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 
       60.23        24.53         9.30        21.47       148.31        49.74 
TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV 
        2.70         6.38        11.34         3.22         3.88        48.89 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I4 TCGA-DA-A1I8 
       36.03       117.17        20.38       194.83        35.93        53.92 
TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 
       65.92        23.44        68.09        28.60        10.49       215.44 
TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC 
       15.68         0.53         1.35         1.28         1.18         0.30 
TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z 
        0.13         0.53         0.26         0.10         0.20         0.39 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 
       29.82         8.65        33.73        14.70        26.86         4.93 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D 
      109.64        78.87       168.26        63.32        47.84        13.97 
TCGA-EE-A29E TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29R 
       39.62         2.56        44.35        18.58        37.35        14.47 
TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 
       55.89       345.96        25.87        46.82        78.94        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH 
       39.25        58.75        47.54       314.53       135.91       182.01 
TCGA-EE-A2GI TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GO TCGA-EE-A2GP 
       22.55        54.71        55.00        75.48       101.95        13.87 
TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
       14.30        55.59        19.56        67.13        21.67       129.24 
TCGA-EE-A2M7 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH 
       28.80        61.51        47.28       103.27       103.17        16.96 
TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN 
      204.62        96.23       144.76       203.01       167.87        47.54 
TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA 
      248.61        43.23       136.44        41.59        53.26         4.24 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG 
      122.73        25.84         3.68        26.73        13.81        23.47 
TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 
      138.77        12.59       131.08        61.05        44.05        79.99 
TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A 
       80.32        33.21        12.10        10.09        80.48       160.60 
TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 
      216.92       228.59       202.62        20.91        28.08         7.76 
TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF 
       27.68        48.85       357.37        53.52        40.27        15.45 
TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ 
        9.70        32.71        23.93        24.00        74.73       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY 
       11.41       148.77        53.16        26.56        49.48        27.06 
TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 
       27.02        77.79        50.14        12.43        49.45         0.20 
TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A266 
       22.98         0.03        76.41        15.35        84.72        10.09 
TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
        5.59        32.48        26.99        39.58        17.23 

  DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE 
                       0.43                        0.03 
  DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE 
                     176.55                      357.37 
  DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE 
                      61.18                       36.03 
[1] "0.4 - 176.6 (61.2)" "0.0 - 357.4 (36.0)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A182                  TCGA-EE-A183 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK  5(3Q23) WILD-TYPE"   "DEL PEAK  5(3Q23) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK  5(3Q23) MUTATED" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK  5(3Q23) WILD-TYPE" "DEL PEAK  5(3Q23) WILD-TYPE" 
[1] "hr=" "1.3"
D27V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  5(3Q23) MUTATED                    2             1
  DEL PEAK  5(3Q23) WILD-TYPE                 25            25
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  5(3Q23) MUTATED                                                                                          6
  DEL PEAK  5(3Q23) WILD-TYPE                                                                                       31
                             vv
clus                          REGIONAL LYMPH NODE
  DEL PEAK  5(3Q23) MUTATED                    16
  DEL PEAK  5(3Q23) WILD-TYPE                  96
D27V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  5(3Q23) MUTATED
  DISTANT METASTASIS                                                                                               2
  PRIMARY TUMOR                                                                                                    1
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                         6
  REGIONAL LYMPH NODE                                                                                             16
                                                                                          clus
vv                                                                                         DEL PEAK  5(3Q23) WILD-TYPE
  DISTANT METASTASIS                                                                                                25
  PRIMARY TUMOR                                                                                                     25
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          31
  REGIONAL LYMPH NODE                                                                                               96
D27V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  5(3Q23) MUTATED     11   14
  DEL PEAK  5(3Q23) WILD-TYPE   65  112
        clus
vv       DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE
  FEMALE                        11                          65
  MALE                          14                         112
D27V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  5(3Q23) MUTATED      1   24
  DEL PEAK  5(3Q23) WILD-TYPE    2  175
     clus
vv    DEL PEAK  5(3Q23) MUTATED DEL PEAK  5(3Q23) WILD-TYPE
  NO                          1                           2
  YES                        24                         175
                             vv
clus                           M0  M1 M1A M1B M1C
  DEL PEAK  5(3Q23) MUTATED    19   1   0   0   1
  DEL PEAK  5(3Q23) WILD-TYPE 157   1   2   2   2
D27V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  5(3Q23) MUTATED   14  1   1   0  0   0   3   1  1  1
  DEL PEAK  5(3Q23) WILD-TYPE 96  1   7  17  1   5  11   5 18  4
D27V7, multiclass
D27V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  5(3Q23) MUTATED             1       3        2        2        0
  DEL PEAK  5(3Q23) WILD-TYPE           3      14        8       13       20
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  5(3Q23) MUTATED           1         2         2         2
  DEL PEAK  5(3Q23) WILD-TYPE         8         8        21         7
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  5(3Q23) MUTATED            1          1          1        2
  DEL PEAK  5(3Q23) WILD-TYPE          6         20         26        5
D27V9, multiclass

Clustering(28) Variable = Del Peak  6(4p16.3) mutation analysis
D28V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  6(4P16.3) MUTATED   22 17
  DEL PEAK  6(4P16.3) WILD-TYPE 78 75
  DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE 
                           39                           153 
  DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE 
                           17                            75 
$`DEL PEAK  6(4P16.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A2J6 TCGA-D3-A3CC TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 
       16.57        43.40        71.24         9.30        21.47       148.31 
TCGA-D9-A149 TCGA-D9-A1X3 TCGA-DA-A1HW TCGA-DA-A3F8 TCGA-EB-A3HV TCGA-EB-A3XC 
       49.74         7.79        36.03        15.68         1.28         0.30 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L 
      109.64        78.87        47.84        13.97        32.19         2.56 
TCGA-EE-A29M TCGA-EE-A2A5 TCGA-EE-A2GM TCGA-EE-A2GO TCGA-EE-A2M5 TCGA-EE-A2M6 
       44.35        39.25        75.48       101.95        21.67       129.24 
TCGA-EE-A2MM TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A3AB TCGA-EE-A3AG TCGA-ER-A19D 
      167.87        43.23       136.44       122.73        23.47        12.59 
TCGA-FR-A3R1 TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZR TCGA-FW-A3TU 
       10.09       202.62        28.08        27.68        11.41        47.54 
TCGA-GN-A262 TCGA-GN-A266 TCGA-GN-A268 
      120.46        10.09        62.76 

$`DEL PEAK  6(4P16.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 
      112.54        71.80       121.22        28.08        31.59        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE 
       23.77        11.87        48.76        12.10        58.03        60.23 
TCGA-D3-A3CF TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 
       24.53         2.70         6.38        11.34         3.22         3.88 
TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 
       48.89       117.17        20.38       194.83       176.55        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC 
      107.34        61.18        53.92        65.92        23.44        68.09 
TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D 
       28.60        10.49       215.44         0.53         0.43         1.35 
TCGA-EB-A3XB TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        1.18         0.13         0.53         0.26         0.10         0.20 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 
        0.39        29.82         8.65        33.73        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29E TCGA-EE-A29N TCGA-EE-A29P 
        4.93       168.26        63.32        39.62        18.58        56.42 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
       37.35        14.47        55.89       345.96        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC 
       46.82        78.94        24.43        58.75        47.54        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
      314.53       135.91       182.01        22.55        89.33        54.71 
TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT 
       55.00        90.94        13.87        14.30        55.59        19.56 
TCGA-EE-A2GU TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME 
       67.13        28.80        19.76        61.51        47.28       103.27 
TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML 
      103.17        16.96       204.62        96.23       144.76       203.01 
TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA 
       47.54       248.61       103.56        41.59        53.26         4.24 
TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AH TCGA-ER-A19F 
       25.84         3.68        26.73        13.81       138.77        26.37 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET 
        6.41       131.08        61.05        44.05        79.99        80.32 
TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX 
       33.21        12.10        80.48       160.60       216.92        48.59 
TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD 
      228.59        20.91         7.76        48.85       357.37        53.52 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZK 
       40.27        15.45         9.70        32.71        47.38        23.93 
TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZS TCGA-FS-A1ZT 
      101.26        24.00        74.73       133.55       148.77        53.16 
TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 
       26.56        49.48        27.06        27.02        77.79        50.14 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 
       12.43        49.45         0.20        22.98         0.03        76.41 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26A 
       15.35       117.93        84.72        64.41         5.59        32.48 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

  DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE 
                         0.30                          0.03 
  DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE 
                       202.62                        357.37 
  DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE 
                        39.25                         41.59 
[1] "0.3 - 202.6 (39.2)" "0.0 - 357.4 (41.6)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK  6(4P16.3) MUTATED"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  6(4P16.3) WILD-TYPE"   "DEL PEAK  6(4P16.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  6(4P16.3) MUTATED" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  6(4P16.3) WILD-TYPE" "DEL PEAK  6(4P16.3) WILD-TYPE" 
[1] "hr=" "1"  
D28V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  6(4P16.3) MUTATED                    4             5
  DEL PEAK  6(4P16.3) WILD-TYPE                 23            21
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  6(4P16.3) MUTATED                                                                                         14
  DEL PEAK  6(4P16.3) WILD-TYPE                                                                                       23
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK  6(4P16.3) MUTATED                    18
  DEL PEAK  6(4P16.3) WILD-TYPE                  94
D28V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  6(4P16.3) MUTATED
  DISTANT METASTASIS                                                                                                 4
  PRIMARY TUMOR                                                                                                      5
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          14
  REGIONAL LYMPH NODE                                                                                               18
                                                                                          clus
vv                                                                                         DEL PEAK  6(4P16.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  23
  PRIMARY TUMOR                                                                                                       21
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            23
  REGIONAL LYMPH NODE                                                                                                 94
D28V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  6(4P16.3) MUTATED     19   22
  DEL PEAK  6(4P16.3) WILD-TYPE   57  104
        clus
vv       DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE
  FEMALE                          19                            57
  MALE                            22                           104
D28V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  6(4P16.3) MUTATED      1   40
  DEL PEAK  6(4P16.3) WILD-TYPE    2  159
     clus
vv    DEL PEAK  6(4P16.3) MUTATED DEL PEAK  6(4P16.3) WILD-TYPE
  NO                            1                             2
  YES                          40                           159
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK  6(4P16.3) MUTATED    34   0   0   1   0
  DEL PEAK  6(4P16.3) WILD-TYPE 142   2   2   1   3
D28V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  6(4P16.3) MUTATED   24  0   0   3  0   2   2   2  3  0
  DEL PEAK  6(4P16.3) WILD-TYPE 86  2   8  14  1   3  12   4 16  5
D28V7, multiclass
D28V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  6(4P16.3) MUTATED             1       4        2        4        5
  DEL PEAK  6(4P16.3) WILD-TYPE           3      13        8       11       15
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  6(4P16.3) MUTATED           0         2         6         1
  DEL PEAK  6(4P16.3) WILD-TYPE         9         8        17         8
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  6(4P16.3) MUTATED            1          4          3        0
  DEL PEAK  6(4P16.3) WILD-TYPE          6         17         24        7
D28V9, multiclass

Clustering(29) Variable = Del Peak  7(4q34.3) mutation analysis
D29V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  7(4Q34.3) MUTATED   29 20
  DEL PEAK  7(4Q34.3) WILD-TYPE 71 72
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           49                           143 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           20                            72 
$`DEL PEAK  7(4Q34.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q8 TCGA-D3-A2JD TCGA-D3-A3CC TCGA-D3-A3MV TCGA-D9-A148 
       16.57        28.08        11.87        71.24        21.47       148.31 
TCGA-D9-A149 TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I7 TCGA-DA-A3F5 TCGA-DA-A3F8 
       49.74        36.03       117.17        61.18       215.44        15.68 
TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A41B TCGA-EE-A181 
        0.43         1.28         1.18         0.30         0.10        33.73 
TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29C TCGA-EE-A29M TCGA-EE-A29T TCGA-EE-A29X 
      109.64       168.26        47.84        44.35       345.96        17.92 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GI TCGA-EE-A2GM TCGA-EE-A2GO TCGA-EE-A2GU 
       39.25        58.75        22.55        75.48       101.95        67.13 
TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2MM TCGA-EE-A2MQ TCGA-EE-A2MT TCGA-EE-A3AG 
       21.67       129.24       167.87        43.23        41.59        23.47 
TCGA-ER-A19D TCGA-ER-A3ET TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZC 
       12.59        80.32       202.62        28.08        27.68       357.37 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZJ TCGA-FW-A3I3 TCGA-FW-A3TU 
       40.27        15.45         9.70        47.38         0.20        47.54 
TCGA-GN-A266 
       10.09 

$`DEL PEAK  7(4Q34.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2J8 
      112.54        71.80       121.22        31.59        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D3-A3CF 
       23.77        48.76        12.10        58.03        60.23        24.53 
TCGA-D3-A3MO TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 
        9.30         2.70         6.38         7.79        11.34         3.22 
TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 
        3.88        48.89        20.38       194.83       176.55        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
      107.34        53.92        65.92        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A 
       10.49         0.53         1.35         0.13         0.53         0.26 
TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A182 TCGA-EE-A183 
        0.20         0.39        29.82         8.65        14.70        26.86 
TCGA-EE-A185 TCGA-EE-A20F TCGA-EE-A29A TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H 
        4.93        78.87        63.32        13.97        39.62        32.19 
TCGA-EE-A29L TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S 
        2.56        18.58        56.42        37.35        14.47        55.89 
TCGA-EE-A29V TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2GB TCGA-EE-A2GC 
       25.87        46.82        78.94        24.43        47.54        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      314.53       135.91       182.01        89.33        54.71        55.00 
TCGA-EE-A2GN TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2M7 
       90.94        13.87        14.30        55.59        19.56        28.80 
TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH 
       19.76        61.51        47.28       103.27       103.17        16.96 
TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP 
      204.62        96.23       144.76       203.01        47.54       248.61 
TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC 
      103.56       136.44        53.26         4.24       122.73        25.84 
TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AH TCGA-ER-A19F TCGA-ER-A19J 
        3.68        26.73        13.81       138.77        26.37         6.41 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3PL TCGA-FR-A2OS 
      131.08        61.05        44.05        79.99        33.21        12.10 
TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY 
       10.09        80.48       160.60       216.92        48.59       228.59 
TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZB TCGA-FS-A1ZD TCGA-FS-A1ZH TCGA-FS-A1ZK 
       20.91         7.76        48.85        53.52        32.71        23.93 
TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS 
      101.26        24.00        74.73       133.55        11.41       148.77 
TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 
       53.16        26.56        49.48        27.06        27.02        77.79 
TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 
       50.14        12.43        49.45        22.98         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A268 
      120.46        15.35       117.93        84.72        64.41        62.76 
TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
        5.59        32.48        26.99        39.58        17.23 

  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                         0.10                          0.03 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                       357.37                        314.53 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                        40.27                         43.23 
[1] "0.1 - 357.4 (40.3)" "0.0 - 314.5 (43.2)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
[1] "hr=" "1.4"
D29V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  7(4Q34.3) MUTATED                    9             9
  DEL PEAK  7(4Q34.3) WILD-TYPE                 18            17
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  7(4Q34.3) MUTATED                                                                                         12
  DEL PEAK  7(4Q34.3) WILD-TYPE                                                                                       25
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK  7(4Q34.3) MUTATED                    23
  DEL PEAK  7(4Q34.3) WILD-TYPE                  89
D29V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  7(4Q34.3) MUTATED
  DISTANT METASTASIS                                                                                                 9
  PRIMARY TUMOR                                                                                                      9
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          12
  REGIONAL LYMPH NODE                                                                                               23
                                                                                          clus
vv                                                                                         DEL PEAK  7(4Q34.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  18
  PRIMARY TUMOR                                                                                                       17
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            25
  REGIONAL LYMPH NODE                                                                                                 89
D29V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  7(4Q34.3) MUTATED     28   25
  DEL PEAK  7(4Q34.3) WILD-TYPE   48  101
        clus
vv       DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE
  FEMALE                          28                            48
  MALE                            25                           101
D29V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  7(4Q34.3) MUTATED      0   53
  DEL PEAK  7(4Q34.3) WILD-TYPE    3  146
     clus
vv    DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE
  NO                            0                             3
  YES                          53                           146
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK  7(4Q34.3) MUTATED    47   1   0   2   0
  DEL PEAK  7(4Q34.3) WILD-TYPE 129   1   2   0   3
D29V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  7(4Q34.3) MUTATED   30  0   1   3  0   3   3   2  5  3
  DEL PEAK  7(4Q34.3) WILD-TYPE 80  2   7  14  1   2  11   4 14  2
D29V7, multiclass
D29V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  7(4Q34.3) MUTATED             1       6        4        6        4
  DEL PEAK  7(4Q34.3) WILD-TYPE           3      11        6        9       16
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  7(4Q34.3) MUTATED           1         0         9         0
  DEL PEAK  7(4Q34.3) WILD-TYPE         8        10        14         9
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  7(4Q34.3) MUTATED            2          7          5        2
  DEL PEAK  7(4Q34.3) WILD-TYPE          5         14         22        5
D29V9, multiclass

Clustering(30) Variable = Del Peak  8(5q11.2) mutation analysis
D30V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  8(5Q11.2) MUTATED   33 24
  DEL PEAK  8(5Q11.2) WILD-TYPE 67 68
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           57                           135 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           24                            68 
$`DEL PEAK  8(5Q11.2) MUTATED`
TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC 
       28.08        31.59        11.87        12.10        58.03        71.24 
TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HV 
       21.47       148.31         6.38        11.34         3.88        48.89 
TCGA-DA-A1HW TCGA-DA-A1I0 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A3F5 TCGA-EB-A24C 
       36.03        20.38       107.34        61.18       215.44         0.43 
TCGA-EB-A3XC TCGA-EE-A17X TCGA-EE-A185 TCGA-EE-A20H TCGA-EE-A29C TCGA-EE-A29D 
        0.30        29.82         4.93       168.26        47.84        13.97 
TCGA-EE-A29E TCGA-EE-A29M TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29V TCGA-EE-A2A2 
       39.62        44.35        56.42        37.35        25.87        24.43 
TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GM 
       47.54        43.23       314.53       135.91        22.55        75.48 
TCGA-EE-A2GR TCGA-EE-A2MJ TCGA-EE-A2MM TCGA-EE-A2MP TCGA-EE-A3AB TCGA-EE-A3AD 
       14.30        96.23       167.87       248.61       122.73         3.68 
TCGA-EE-A3AE TCGA-EE-A3AH TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1ZK TCGA-FS-A1ZQ 
       26.73       138.77       160.60        48.59        23.93       133.55 
TCGA-FS-A1ZT TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A4F2 TCGA-GN-A262 TCGA-GN-A263 
       53.16        49.48        27.06        50.14       120.46        15.35 
TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 
       10.09        64.41        62.76 

$`DEL PEAK  8(5Q11.2) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A2J6 TCGA-D3-A2J8 
       16.57       112.54        71.80       121.22        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A149 
       23.77        48.76        60.23        24.53         9.30        49.74 
TCGA-D9-A1JW TCGA-D9-A1X3 TCGA-D9-A3Z3 TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I2 
        2.70         7.79         3.22       117.17       194.83       176.55 
TCGA-DA-A1I4 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
       35.93        53.92        65.92        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB 
       10.49        15.68         0.53         1.35         1.28         1.18 
TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z 
        0.13         0.53         0.26         0.10         0.20         0.39 
TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A20B TCGA-EE-A20F 
        8.65        33.73        14.70        26.86       109.64        78.87 
TCGA-EE-A29A TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29N TCGA-EE-A29R TCGA-EE-A29S 
       63.32        32.19         2.56        18.58        14.47        55.89 
TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A5 TCGA-EE-A2A6 
      345.96        17.92        46.82        78.94        39.25        58.75 
TCGA-EE-A2GH TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO 
      182.01        89.33        54.71        55.00        90.94       101.95 
TCGA-EE-A2GP TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
       13.87        55.59        19.56        67.13        21.67       129.24 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG 
       28.80        19.76        61.51        47.28       103.27       103.17 
TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MQ 
       16.96       204.62       144.76       203.01        47.54        43.23 
TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AC 
      103.56       136.44        41.59        53.26         4.24        25.84 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L 
       13.81        23.47        12.59        26.37         6.41       131.08 
TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A2OS 
       61.05        44.05        79.99        80.32        33.21        12.10 
TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 
       10.09        80.48       216.92       228.59       202.62        20.91 
TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD 
       28.08         7.76        27.68        48.85       357.37        53.52 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM 
       40.27        15.45         9.70        32.71        47.38       101.26 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZU TCGA-FS-A1ZZ 
       24.00        74.73        11.41       148.77        26.56        27.02 
TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU 
       77.79        12.43        49.45         0.20        22.98        47.54 
TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A269 TCGA-GN-A26A 
        0.03        76.41       117.93        84.72         5.59        32.48 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                         0.30                          0.03 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                       314.53                        357.37 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                        44.35                         39.58 
[1] "0.3 - 314.5 (44.4)" "0.0 - 357.4 (39.6)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
[1] "hr=" "1.3"
D30V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  8(5Q11.2) MUTATED                   11             5
  DEL PEAK  8(5Q11.2) WILD-TYPE                 16            21
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  8(5Q11.2) MUTATED                                                                                         11
  DEL PEAK  8(5Q11.2) WILD-TYPE                                                                                       26
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK  8(5Q11.2) MUTATED                    33
  DEL PEAK  8(5Q11.2) WILD-TYPE                  79
D30V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  8(5Q11.2) MUTATED
  DISTANT METASTASIS                                                                                                11
  PRIMARY TUMOR                                                                                                      5
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          11
  REGIONAL LYMPH NODE                                                                                               33
                                                                                          clus
vv                                                                                         DEL PEAK  8(5Q11.2) WILD-TYPE
  DISTANT METASTASIS                                                                                                  16
  PRIMARY TUMOR                                                                                                       21
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            26
  REGIONAL LYMPH NODE                                                                                                 79
D30V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  8(5Q11.2) MUTATED     24   36
  DEL PEAK  8(5Q11.2) WILD-TYPE   52   90
        clus
vv       DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE
  FEMALE                          24                            52
  MALE                            36                            90
D30V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  8(5Q11.2) MUTATED      0   60
  DEL PEAK  8(5Q11.2) WILD-TYPE    3  139
     clus
vv    DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE
  NO                            0                             3
  YES                          60                           139
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK  8(5Q11.2) MUTATED    50   0   1   2   2
  DEL PEAK  8(5Q11.2) WILD-TYPE 126   2   1   0   1
D30V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  8(5Q11.2) MUTATED   29  0   3   7  0   3   3   0  8  2
  DEL PEAK  8(5Q11.2) WILD-TYPE 81  2   5  10  1   2  11   6 11  3
D30V7, multiclass
D30V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  8(5Q11.2) MUTATED             2       5        3        3        5
  DEL PEAK  8(5Q11.2) WILD-TYPE           2      12        7       12       15
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  8(5Q11.2) MUTATED           0         5         6         1
  DEL PEAK  8(5Q11.2) WILD-TYPE         9         5        17         8
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  8(5Q11.2) MUTATED            2          9          9        3
  DEL PEAK  8(5Q11.2) WILD-TYPE          5         12         18        4
D30V9, multiclass

Clustering(31) Variable = Del Peak  9(5q31.3) mutation analysis
D31V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  9(5Q31.3) MUTATED   43 32
  DEL PEAK  9(5Q31.3) WILD-TYPE 57 60
  DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE 
                           75                           117 
  DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE 
                           32                            60 
$`DEL PEAK  9(5Q31.3) MUTATED`
TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC 
       28.08        31.59        11.87        12.10        58.03        71.24 
TCGA-D3-A3CF TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 
       24.53        21.47       148.31         6.38         7.79        11.34 
TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I5 
        3.88        48.89        36.03       117.17        20.38       107.34 
TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A3F5 TCGA-EB-A24C TCGA-EB-A3XC TCGA-EB-A3XF 
       61.18        53.92       215.44         0.43         0.30         0.13 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A185 TCGA-EE-A20H TCGA-EE-A29C TCGA-EE-A29E 
       29.82         8.65         4.93       168.26        47.84        39.62 
TCGA-EE-A29M TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A29X 
       44.35        56.42        37.35        55.89        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A2 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE 
       46.82        24.43        47.54        43.23       314.53       135.91 
TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GM TCGA-EE-A2GR TCGA-EE-A2GT TCGA-EE-A2M6 
       22.55        89.33        75.48        14.30        19.56       129.24 
TCGA-EE-A2M7 TCGA-EE-A2MG TCGA-EE-A2MJ TCGA-EE-A2MM TCGA-EE-A2MP TCGA-EE-A2MQ 
       28.80       103.17        96.23       167.87       248.61        43.23 
TCGA-EE-A2MR TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AH TCGA-FR-A44A 
      103.56       122.73         3.68        26.73       138.77       160.60 
TCGA-FS-A1YX TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZF TCGA-FS-A1ZM TCGA-FS-A1ZQ 
       48.59        48.85       357.37        15.45       101.26       133.55 
TCGA-FS-A1ZT TCGA-FS-A1ZW TCGA-FS-A4F0 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A266 
       53.16        49.48        77.79       120.46        15.35        10.09 
TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 
       64.41        62.76         5.59 

$`DEL PEAK  9(5Q31.3) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A2J6 TCGA-D3-A2J8 
       16.57       112.54        71.80       121.22        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D3-A3CE TCGA-D3-A3MO TCGA-D9-A149 TCGA-D9-A1JW 
       23.77        48.76        60.23         9.30        49.74         2.70 
TCGA-D9-A3Z3 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1IA TCGA-DA-A1IB 
        3.22       194.83       176.55        35.93        65.92        23.44 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24D 
       68.09        28.60        10.49        15.68         0.53         1.35 
TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        1.28         1.18         0.53         0.26         0.10         0.20 
TCGA-EB-A42Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A20B TCGA-EE-A20F 
        0.39        33.73        14.70        26.86       109.64        78.87 
TCGA-EE-A29A TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29N TCGA-EE-A29R 
       63.32        13.97        32.19         2.56        18.58        14.47 
TCGA-EE-A29T TCGA-EE-A2A1 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GH TCGA-EE-A2GK 
      345.96        78.94        39.25        58.75       182.01        54.71 
TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GS TCGA-EE-A2GU 
       55.00        90.94       101.95        13.87        55.59        67.13 
TCGA-EE-A2M5 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MH 
       21.67        19.76        61.51        47.28       103.27        16.96 
TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MS TCGA-EE-A2MT 
      204.62       144.76       203.01        47.54       136.44        41.59 
TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D 
       53.26         4.24        25.84        13.81        23.47        12.59 
TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 
       26.37         6.41       131.08        61.05        44.05        79.99 
TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1YW 
       80.32        33.21        12.10        10.09        80.48       216.92 
TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA 
      228.59       202.62        20.91        28.08         7.76        27.68 
TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZK 
       53.52        40.27         9.70        32.71        47.38        23.93 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZU TCGA-FS-A1ZY 
       24.00        74.73        11.41       148.77        26.56        27.06 
TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 
       27.02        50.14        12.43        49.45         0.20        22.98 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A26A 
       47.54         0.03        76.41       117.93        84.72        32.48 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

  DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE 
                         0.13                          0.03 
  DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE 
                       357.37                        345.96 
  DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE 
                        47.54                         33.73 
[1] "0.1 - 357.4 (47.5)" "0.0 - 346.0 (33.7)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK  9(5Q31.3) MUTATED" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK  9(5Q31.3) WILD-TYPE"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK  9(5Q31.3) MUTATED"   "DEL PEAK  9(5Q31.3) MUTATED" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK  9(5Q31.3) WILD-TYPE" "DEL PEAK  9(5Q31.3) WILD-TYPE" 
[1] "hr=" "1.4"
D31V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK  9(5Q31.3) MUTATED                   11             7
  DEL PEAK  9(5Q31.3) WILD-TYPE                 16            19
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK  9(5Q31.3) MUTATED                                                                                         15
  DEL PEAK  9(5Q31.3) WILD-TYPE                                                                                       22
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK  9(5Q31.3) MUTATED                    45
  DEL PEAK  9(5Q31.3) WILD-TYPE                  67
D31V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK  9(5Q31.3) MUTATED
  DISTANT METASTASIS                                                                                                11
  PRIMARY TUMOR                                                                                                      7
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          15
  REGIONAL LYMPH NODE                                                                                               45
                                                                                          clus
vv                                                                                         DEL PEAK  9(5Q31.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  16
  PRIMARY TUMOR                                                                                                       19
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            22
  REGIONAL LYMPH NODE                                                                                                 67
D31V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  9(5Q31.3) MUTATED     30   48
  DEL PEAK  9(5Q31.3) WILD-TYPE   46   78
        clus
vv       DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE
  FEMALE                          30                            46
  MALE                            48                            78
D31V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  9(5Q31.3) MUTATED      1   77
  DEL PEAK  9(5Q31.3) WILD-TYPE    2  122
     clus
vv    DEL PEAK  9(5Q31.3) MUTATED DEL PEAK  9(5Q31.3) WILD-TYPE
  NO                            1                             2
  YES                          77                           122
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK  9(5Q31.3) MUTATED    67   0   1   2   2
  DEL PEAK  9(5Q31.3) WILD-TYPE 109   2   1   0   1
D31V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK  9(5Q31.3) MUTATED   41  0   3   6  0   4   4   1 12  2
  DEL PEAK  9(5Q31.3) WILD-TYPE 69  2   5  11  1   1  10   5  7  3
D31V7, multiclass
D31V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK  9(5Q31.3) MUTATED             3       8        4        4        6
  DEL PEAK  9(5Q31.3) WILD-TYPE           1       9        6       11       14
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK  9(5Q31.3) MUTATED           3         6         7         2
  DEL PEAK  9(5Q31.3) WILD-TYPE         6         4        16         7
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK  9(5Q31.3) MUTATED            3          9         12        3
  DEL PEAK  9(5Q31.3) WILD-TYPE          4         12         15        4
D31V9, multiclass

Clustering(32) Variable = Del Peak 10(6q16.3) mutation analysis
D32V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 10(6Q16.3) MUTATED   57 52
  DEL PEAK 10(6Q16.3) WILD-TYPE 43 40
  DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE 
                          109                            83 
  DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE 
                           52                            40 
$`DEL PEAK 10(6Q16.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JD 
       16.57       112.54        71.80        31.59        43.40        11.87 
TCGA-D3-A2JF TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW 
       48.76        58.03        60.23       148.31        49.74         2.70 
TCGA-D9-A1JX TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I1 
        6.38         3.22         3.88        48.89       117.17       194.83 
TCGA-DA-A1I4 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F3 
       35.93        61.18        53.92        65.92        68.09        10.49 
TCGA-DA-A3F5 TCGA-EB-A24D TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 
      215.44         1.35         1.18         0.30         0.13         0.53 
TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20H 
       33.73        14.70        26.86         4.93       109.64       168.26 
TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M 
       63.32        47.84        13.97        32.19         2.56        44.35 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
       37.35        14.47        55.89       345.96        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB 
       46.82        78.94        24.43        39.25        58.75        47.54 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP 
      314.53       135.91        55.00        90.94       101.95        13.87 
TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2MC TCGA-EE-A2MH 
       67.13        21.67       129.24        28.80        61.51        16.96 
TCGA-EE-A2MK TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AC 
      144.76       248.61       136.44        41.59        53.26        25.84 
TCGA-EE-A3AD TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19N 
        3.68        13.81        23.47        26.37         6.41        44.05 
TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1ZA 
       80.32        33.21       216.92        48.59       202.62        27.68 
TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH 
       48.85       357.37        40.27        15.45         9.70        32.71 
TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT 
       47.38       101.26       133.55        11.41       148.77        53.16 
TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-FW-A3R5 
       26.56        49.48        27.02        50.14         0.20        22.98 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A264 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A26A 
       47.54         0.03       117.93        64.41        62.76        32.48 
TCGA-IH-A3EA 
       17.23 

$`DEL PEAK 10(6Q16.3) WILD-TYPE`
TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JK TCGA-D3-A3CC 
      121.22        28.08        65.49        23.77        12.10        71.24 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-DA-A1HW 
       24.53         9.30        21.47         7.79        11.34        36.03 
TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I5 TCGA-DA-A1IB TCGA-DA-A3F2 TCGA-DA-A3F8 
       20.38       176.55       107.34        23.44        28.60        15.68 
TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        0.53         0.43         1.28         0.26         0.10         0.20 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A20F TCGA-EE-A29E TCGA-EE-A29N 
        0.39        29.82         8.65        78.87        39.62        18.58 
TCGA-EE-A29P TCGA-EE-A2GC TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
       56.42        43.23       182.01        22.55        89.33        54.71 
TCGA-EE-A2GM TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2M8 TCGA-EE-A2MD 
       75.48        14.30        55.59        19.56        19.76        47.28 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MM 
      103.27       103.17       204.62        96.23       203.01       167.87 
TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AE 
       47.54        43.23       103.56         4.24       122.73        26.73 
TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A1A1 TCGA-FR-A2OS 
      138.77        12.59       131.08        61.05        79.99        12.10 
TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 
       10.09        80.48       160.60       228.59        20.91        28.08 
TCGA-FS-A1Z7 TCGA-FS-A1ZD TCGA-FS-A1ZK TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZY 
        7.76        53.52        23.93        24.00        74.73        27.06 
TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 
       77.79        12.43        49.45        76.41       120.46        15.35 
TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A269 TCGA-GN-A26C TCGA-GN-A26D 
       84.72        10.09         5.59        26.99        39.58 

  DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE 
                         0.03                          0.10 
  DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE 
                       357.37                        228.59 
  DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE 
                        44.35                         29.82 
[1] "0.0 - 357.4 (44.4)" "0.1 - 228.6 (29.8)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 10(6Q16.3) MUTATED"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 10(6Q16.3) WILD-TYPE" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "DEL PEAK 10(6Q16.3) MUTATED" "DEL PEAK 10(6Q16.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK 10(6Q16.3) WILD-TYPE"   "DEL PEAK 10(6Q16.3) MUTATED" 
[1] "hr=" "1.1"
D32V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 10(6Q16.3) MUTATED                   20             9
  DEL PEAK 10(6Q16.3) WILD-TYPE                  7            17
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 10(6Q16.3) MUTATED                                                                                         23
  DEL PEAK 10(6Q16.3) WILD-TYPE                                                                                       14
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK 10(6Q16.3) MUTATED                    60
  DEL PEAK 10(6Q16.3) WILD-TYPE                  52
D32V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 10(6Q16.3) MUTATED
  DISTANT METASTASIS                                                                                                20
  PRIMARY TUMOR                                                                                                      9
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          23
  REGIONAL LYMPH NODE                                                                                               60
                                                                                          clus
vv                                                                                         DEL PEAK 10(6Q16.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   7
  PRIMARY TUMOR                                                                                                       17
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            14
  REGIONAL LYMPH NODE                                                                                                 52
D32V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 10(6Q16.3) MUTATED     43   69
  DEL PEAK 10(6Q16.3) WILD-TYPE   33   57
        clus
vv       DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE
  FEMALE                          43                            33
  MALE                            69                            57
D32V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 10(6Q16.3) MUTATED      0  112
  DEL PEAK 10(6Q16.3) WILD-TYPE    3   87
     clus
vv    DEL PEAK 10(6Q16.3) MUTATED DEL PEAK 10(6Q16.3) WILD-TYPE
  NO                            0                             3
  YES                         112                            87
                               vv
clus                            M0 M1 M1A M1B M1C
  DEL PEAK 10(6Q16.3) MUTATED   99  2   1   1   1
  DEL PEAK 10(6Q16.3) WILD-TYPE 77  0   1   1   2
D32V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 10(6Q16.3) MUTATED   58  0   7  13  1   2   6   4 10  3
  DEL PEAK 10(6Q16.3) WILD-TYPE 52  2   1   4  0   3   8   2  9  2
D32V7, multiclass
D32V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 10(6Q16.3) MUTATED             3       9        6        8       11
  DEL PEAK 10(6Q16.3) WILD-TYPE           1       8        4        7        9
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 10(6Q16.3) MUTATED           4         5        10         5
  DEL PEAK 10(6Q16.3) WILD-TYPE         5         5        13         4
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 10(6Q16.3) MUTATED            5         14         14        4
  DEL PEAK 10(6Q16.3) WILD-TYPE          2          7         13        3
D32V9, multiclass

Clustering(33) Variable = Del Peak 11(6q26) mutation analysis
D33V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 11(6Q26) MUTATED   57 55
  DEL PEAK 11(6Q26) WILD-TYPE 43 37
  DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE 
                        112                          80 
  DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE 
                         55                          37 
$`DEL PEAK 11(6Q26) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JD TCGA-D3-A2JF 
       16.57       112.54        31.59        43.40        11.87        48.76 
TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW 
       58.03        60.23        24.53       148.31        49.74         2.70 
TCGA-D9-A1JX TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I1 
        6.38         3.22         3.88        48.89       117.17       194.83 
TCGA-DA-A1I4 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F3 
       35.93        61.18        53.92        65.92        68.09        10.49 
TCGA-DA-A3F5 TCGA-EB-A24D TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 
      215.44         1.35         1.18         0.30         0.13         0.53 
TCGA-EB-A42Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B 
        0.39        33.73        14.70        26.86         4.93       109.64 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L 
      168.26        63.32        47.84        13.97        32.19         2.56 
TCGA-EE-A29M TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V 
       44.35        37.35        14.47        55.89       345.96        25.87 
TCGA-EE-A29X TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB 
       17.92        78.94        24.43        39.25        58.75        47.54 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP 
      314.53       135.91        55.00        90.94       101.95        13.87 
TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2MC 
       55.59        67.13        21.67       129.24        28.80        61.51 
TCGA-EE-A2MH TCGA-EE-A2MK TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU 
       16.96       144.76       248.61       136.44        41.59        53.26 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D 
      122.73        25.84         3.68        13.81        23.47        12.59 
TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19N TCGA-ER-A3PL TCGA-FS-A1YW TCGA-FS-A1YX 
       26.37         6.41        44.05        33.21       216.92        48.59 
TCGA-FS-A1Z0 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF 
      202.62        27.68        48.85       357.37        53.52        15.45 
TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZQ 
        9.70        32.71        47.38       101.26        24.00       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY 
       11.41       148.77        53.16        26.56        49.48        27.06 
TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GN-A264 
       27.02        50.14         0.20        22.98        47.54       117.93 
TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A26A TCGA-IH-A3EA 
       64.41        62.76        32.48        17.23 

$`DEL PEAK 11(6Q26) WILD-TYPE`
TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JK 
       71.80       121.22        28.08        65.49        23.77        12.10 
TCGA-D3-A3CC TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-DA-A1HW 
       71.24         9.30        21.47         7.79        11.34        36.03 
TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I5 TCGA-DA-A1IB TCGA-DA-A3F2 TCGA-DA-A3F8 
       20.38       176.55       107.34        23.44        28.60        15.68 
TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        0.53         0.43         1.28         0.26         0.10         0.20 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A20F TCGA-EE-A29E TCGA-EE-A29N TCGA-EE-A29P 
       29.82         8.65        78.87        39.62        18.58        56.42 
TCGA-EE-A2A0 TCGA-EE-A2GC TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
       46.82        43.23       182.01        22.55        89.33        54.71 
TCGA-EE-A2GM TCGA-EE-A2GR TCGA-EE-A2GT TCGA-EE-A2M8 TCGA-EE-A2MD TCGA-EE-A2ME 
       75.48        14.30        19.56        19.76        47.28       103.27 
TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN 
      103.17       204.62        96.23       203.01       167.87        47.54 
TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A3AA TCGA-EE-A3AE TCGA-EE-A3AH TCGA-ER-A19L 
       43.23       103.56         4.24        26.73       138.77       131.08 
TCGA-ER-A19M TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN 
       61.05        79.99        80.32        12.10        10.09        80.48 
TCGA-FR-A44A TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZE 
      160.60       228.59        20.91        28.08         7.76        40.27 
TCGA-FS-A1ZK TCGA-FS-A1ZP TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-GF-A2C7 
       23.93        74.73        77.79        12.43        49.45         0.03 
TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A269 
       76.41       120.46        15.35        84.72        10.09         5.59 
TCGA-GN-A26C TCGA-GN-A26D 
       26.99        39.58 

  DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE 
                       0.13                        0.03 
  DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE 
                     357.37                      228.59 
  DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE 
                     43.725                      39.600 
[1] "0.1 - 357.4 (43.7)" "0.0 - 228.6 (39.6)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 11(6Q26) MUTATED"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 11(6Q26) WILD-TYPE" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 11(6Q26) MUTATED" "DEL PEAK 11(6Q26) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK 11(6Q26) WILD-TYPE"   "DEL PEAK 11(6Q26) MUTATED" 
[1] "hr=" "1"  
D33V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 11(6Q26) MUTATED                   20            13
  DEL PEAK 11(6Q26) WILD-TYPE                  7            13
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 11(6Q26) MUTATED                                                                                         21
  DEL PEAK 11(6Q26) WILD-TYPE                                                                                       16
                             vv
clus                          REGIONAL LYMPH NODE
  DEL PEAK 11(6Q26) MUTATED                    63
  DEL PEAK 11(6Q26) WILD-TYPE                  49
D33V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 11(6Q26) MUTATED
  DISTANT METASTASIS                                                                                              20
  PRIMARY TUMOR                                                                                                   13
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        21
  REGIONAL LYMPH NODE                                                                                             63
                                                                                          clus
vv                                                                                         DEL PEAK 11(6Q26) WILD-TYPE
  DISTANT METASTASIS                                                                                                 7
  PRIMARY TUMOR                                                                                                     13
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          16
  REGIONAL LYMPH NODE                                                                                               49
D33V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 11(6Q26) MUTATED     46   71
  DEL PEAK 11(6Q26) WILD-TYPE   30   55
        clus
vv       DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE
  FEMALE                        46                          30
  MALE                          71                          55
D33V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 11(6Q26) MUTATED      0  117
  DEL PEAK 11(6Q26) WILD-TYPE    3   82
     clus
vv    DEL PEAK 11(6Q26) MUTATED DEL PEAK 11(6Q26) WILD-TYPE
  NO                          0                           3
  YES                       117                          82
                             vv
clus                           M0  M1 M1A M1B M1C
  DEL PEAK 11(6Q26) MUTATED   103   2   1   1   1
  DEL PEAK 11(6Q26) WILD-TYPE  73   0   1   1   2
D33V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 11(6Q26) MUTATED   59  0   7  13  1   2   6   5 11  4
  DEL PEAK 11(6Q26) WILD-TYPE 51  2   1   4  0   3   8   1  8  1
D33V7, multiclass
D33V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 11(6Q26) MUTATED             3       9        6       10       11
  DEL PEAK 11(6Q26) WILD-TYPE           1       8        4        5        9
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 11(6Q26) MUTATED           4         6         9         4
  DEL PEAK 11(6Q26) WILD-TYPE         5         4        14         5
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 11(6Q26) MUTATED            5         15         16        4
  DEL PEAK 11(6Q26) WILD-TYPE          2          6         11        3
D33V9, multiclass

Clustering(34) Variable = Del Peak 12(6q27) mutation analysis
D34V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 12(6Q27) MUTATED   56 55
  DEL PEAK 12(6Q27) WILD-TYPE 44 37
  DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE 
                        111                          81 
  DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE 
                         55                          37 
$`DEL PEAK 12(6Q27) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JD TCGA-D3-A2JF 
       16.57       112.54        31.59        43.40        11.87        48.76 
TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW 
       58.03        60.23        24.53       148.31        49.74         2.70 
TCGA-D9-A1JX TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I4 
        6.38         3.22         3.88        48.89       117.17        35.93 
TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F3 TCGA-DA-A3F5 
       61.18        53.92        65.92        68.09        10.49       215.44 
TCGA-EB-A24D TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A42Z 
        1.35         1.18         0.30         0.13         0.53         0.39 
TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20H 
       33.73        14.70        26.86         4.93       109.64       168.26 
TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M 
       63.32        47.84        13.97        32.19         2.56        44.35 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
       37.35        14.47        55.89       345.96        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB 
       46.82        78.94        24.43        39.25        58.75        47.54 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP 
      314.53       135.91        55.00        90.94       101.95        13.87 
TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2MC 
       55.59        67.13        21.67       129.24        28.80        61.51 
TCGA-EE-A2MH TCGA-EE-A2MK TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU 
       16.96       144.76       248.61       136.44        41.59        53.26 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D 
      122.73        25.84         3.68        13.81        23.47        12.59 
TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19N TCGA-ER-A3PL TCGA-FS-A1YW TCGA-FS-A1YX 
       26.37         6.41        44.05        33.21       216.92        48.59 
TCGA-FS-A1Z0 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF 
      202.62        27.68        48.85       357.37        53.52        15.45 
TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZQ 
        9.70        32.71        47.38       101.26        24.00       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ 
       11.41       148.77        53.16        49.48        27.06        27.02 
TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GN-A264 TCGA-GN-A267 
       50.14         0.20        22.98        47.54       117.93        64.41 
TCGA-GN-A268 TCGA-GN-A26A TCGA-IH-A3EA 
       62.76        32.48        17.23 

$`DEL PEAK 12(6Q27) WILD-TYPE`
TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JK 
       71.80       121.22        28.08        65.49        23.77        12.10 
TCGA-D3-A3CC TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-DA-A1HW 
       71.24         9.30        21.47         7.79        11.34        36.03 
TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I5 TCGA-DA-A1IB TCGA-DA-A3F2 
       20.38       194.83       176.55       107.34        23.44        28.60 
TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A41A TCGA-EB-A41B 
       15.68         0.53         0.43         1.28         0.26         0.10 
TCGA-EB-A42Y TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A20F TCGA-EE-A29E TCGA-EE-A29N 
        0.20        29.82         8.65        78.87        39.62        18.58 
TCGA-EE-A29P TCGA-EE-A2GC TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
       56.42        43.23       182.01        22.55        89.33        54.71 
TCGA-EE-A2GM TCGA-EE-A2GR TCGA-EE-A2GT TCGA-EE-A2M8 TCGA-EE-A2MD TCGA-EE-A2ME 
       75.48        14.30        19.56        19.76        47.28       103.27 
TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN 
      103.17       204.62        96.23       203.01       167.87        47.54 
TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A3AA TCGA-EE-A3AE TCGA-EE-A3AH TCGA-ER-A19L 
       43.23       103.56         4.24        26.73       138.77       131.08 
TCGA-ER-A19M TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN 
       61.05        79.99        80.32        12.10        10.09        80.48 
TCGA-FR-A44A TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZE 
      160.60       228.59        20.91        28.08         7.76        40.27 
TCGA-FS-A1ZK TCGA-FS-A1ZP TCGA-FS-A1ZU TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC 
       23.93        74.73        26.56        77.79        12.43        49.45 
TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A266 
        0.03        76.41       120.46        15.35        84.72        10.09 
TCGA-GN-A269 TCGA-GN-A26C TCGA-GN-A26D 
        5.59        26.99        39.58 

  DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE 
                       0.13                        0.03 
  DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE 
                     357.37                      228.59 
  DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE 
                      44.05                       39.58 
[1] "0.1 - 357.4 (44.0)" "0.0 - 228.6 (39.6)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D9-A148                  TCGA-D9-A149 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 12(6Q27) MUTATED"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 12(6Q27) WILD-TYPE" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 12(6Q27) MUTATED" "DEL PEAK 12(6Q27) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
"DEL PEAK 12(6Q27) WILD-TYPE"   "DEL PEAK 12(6Q27) MUTATED" 
[1] "hr=" "1"  
D34V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 12(6Q27) MUTATED                   19            13
  DEL PEAK 12(6Q27) WILD-TYPE                  8            13
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 12(6Q27) MUTATED                                                                                         20
  DEL PEAK 12(6Q27) WILD-TYPE                                                                                       17
                             vv
clus                          REGIONAL LYMPH NODE
  DEL PEAK 12(6Q27) MUTATED                    64
  DEL PEAK 12(6Q27) WILD-TYPE                  48
D34V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 12(6Q27) MUTATED
  DISTANT METASTASIS                                                                                              19
  PRIMARY TUMOR                                                                                                   13
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        20
  REGIONAL LYMPH NODE                                                                                             64
                                                                                          clus
vv                                                                                         DEL PEAK 12(6Q27) WILD-TYPE
  DISTANT METASTASIS                                                                                                 8
  PRIMARY TUMOR                                                                                                     13
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          17
  REGIONAL LYMPH NODE                                                                                               48
D34V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 12(6Q27) MUTATED     46   70
  DEL PEAK 12(6Q27) WILD-TYPE   30   56
        clus
vv       DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE
  FEMALE                        46                          30
  MALE                          70                          56
D34V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 12(6Q27) MUTATED      0  116
  DEL PEAK 12(6Q27) WILD-TYPE    3   83
     clus
vv    DEL PEAK 12(6Q27) MUTATED DEL PEAK 12(6Q27) WILD-TYPE
  NO                          0                           3
  YES                       116                          83
                             vv
clus                           M0  M1 M1A M1B M1C
  DEL PEAK 12(6Q27) MUTATED   102   2   1   1   1
  DEL PEAK 12(6Q27) WILD-TYPE  74   0   1   1   2
D34V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 12(6Q27) MUTATED   59  0   7  13  1   2   6   5 10  4
  DEL PEAK 12(6Q27) WILD-TYPE 51  2   1   4  0   3   8   1  9  1
D34V7, multiclass
D34V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 12(6Q27) MUTATED             3       9        6       10       11
  DEL PEAK 12(6Q27) WILD-TYPE           1       8        4        5        9
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 12(6Q27) MUTATED           5         6         8         4
  DEL PEAK 12(6Q27) WILD-TYPE         4         4        15         5
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 12(6Q27) MUTATED            5         15         15        4
  DEL PEAK 12(6Q27) WILD-TYPE          2          6         12        3
D34V9, multiclass

Clustering(35) Variable = Del Peak 13(8p23.3) mutation analysis
D35V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 13(8P23.3) MUTATED   27 24
  DEL PEAK 13(8P23.3) WILD-TYPE 73 68
  DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE 
                           51                           141 
  DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE 
                           24                            68 
$`DEL PEAK 13(8P23.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JD TCGA-D3-A3C6 TCGA-D3-A3MO 
       16.57        31.59        43.40        11.87        58.03         9.30 
TCGA-D9-A148 TCGA-D9-A1JW TCGA-D9-A3Z4 TCGA-DA-A1IA TCGA-DA-A3F3 TCGA-EB-A1NK 
      148.31         2.70         3.88        65.92        10.49         0.53 
TCGA-EB-A24C TCGA-EB-A3XC TCGA-EB-A3Y6 TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z 
        0.43         0.30         0.53         0.10         0.20         0.39 
TCGA-EE-A183 TCGA-EE-A29C TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29V 
       26.86        47.84        32.19         2.56        44.35        25.87 
TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2GI TCGA-EE-A2GS TCGA-EE-A2MG TCGA-EE-A2MH 
       24.43        39.25        22.55        55.59       103.17        16.96 
TCGA-EE-A2MI TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A2MU 
      204.62       167.87        47.54       248.61       136.44        53.26 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AG TCGA-ER-A19J TCGA-ER-A3PL TCGA-FS-A1YY 
      122.73        25.84        23.47         6.41        33.21       228.59 
TCGA-FS-A1Z0 TCGA-FS-A1ZA TCGA-FS-A1ZC TCGA-FS-A1ZJ TCGA-FS-A1ZT TCGA-FW-A3R5 
      202.62        27.68       357.37        47.38        53.16        22.98 
TCGA-GN-A264 TCGA-GN-A265 TCGA-IH-A3EA 
      117.93        84.72        17.23 

$`DEL PEAK 13(8P23.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 
      112.54        71.80       121.22        28.08        65.49        23.77 
TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MV 
       48.76        12.10        71.24        60.23        24.53        21.47 
TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-DA-A1HV 
       49.74         6.38         7.79        11.34         3.22        48.89 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 
       36.03       117.17        20.38       194.83       176.55        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
      107.34        61.18        53.92        23.44        68.09        28.60 
TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XF 
      215.44        15.68         1.35         1.28         1.18         0.13 
TCGA-EB-A41A TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A185 
        0.26        29.82         8.65        33.73        14.70         4.93 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29D TCGA-EE-A29E 
      109.64        78.87       168.26        63.32        13.97        39.62 
TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T 
       18.58        56.42        37.35        14.47        55.89       345.96 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC 
       17.92        46.82        78.94        58.75        47.54        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      314.53       135.91       182.01        89.33        54.71        55.00 
TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GT 
       75.48        90.94       101.95        13.87        14.30        19.56 
TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC 
       67.13        21.67       129.24        28.80        19.76        61.51 
TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MQ 
       47.28       103.27        96.23       144.76       203.01        43.23 
TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A3AA TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF 
      103.56        41.59         4.24         3.68        26.73        13.81 
TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N 
      138.77        12.59        26.37       131.08        61.05        44.05 
TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A 
       79.99        80.32        12.10        10.09        80.48       160.60 
TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZB 
      216.92        48.59        20.91        28.08         7.76        48.85 
TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZK 
       53.52        40.27        15.45         9.70        32.71        23.93 
TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS 
      101.26        24.00        74.73       133.55        11.41       148.77 
TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 
       26.56        49.48        27.06        27.02        77.79        50.14 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 
       12.43        49.45         0.20        47.54         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 
      120.46        15.35        10.09        64.41        62.76         5.59 
TCGA-GN-A26A TCGA-GN-A26C TCGA-GN-A26D 
       32.48        26.99        39.58 

  DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE 
                         0.10                          0.03 
  DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE 
                       357.37                        345.96 
  DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE 
                        31.59                         44.05 
[1] "0.1 - 357.4 (31.6)" "0.0 - 346.0 (44.0)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A182                    TCGA-EE-A183 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 13(8P23.3) MUTATED" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 13(8P23.3) MUTATED"   "DEL PEAK 13(8P23.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
"DEL PEAK 13(8P23.3) WILD-TYPE" "DEL PEAK 13(8P23.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
"DEL PEAK 13(8P23.3) WILD-TYPE"   "DEL PEAK 13(8P23.3) MUTATED" 
[1] "hr=" "1"  
D35V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 13(8P23.3) MUTATED                    7            10
  DEL PEAK 13(8P23.3) WILD-TYPE                 20            16
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 13(8P23.3) MUTATED                                                                                          5
  DEL PEAK 13(8P23.3) WILD-TYPE                                                                                       32
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK 13(8P23.3) MUTATED                    29
  DEL PEAK 13(8P23.3) WILD-TYPE                  83
D35V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 13(8P23.3) MUTATED
  DISTANT METASTASIS                                                                                                 7
  PRIMARY TUMOR                                                                                                     10
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           5
  REGIONAL LYMPH NODE                                                                                               29
                                                                                          clus
vv                                                                                         DEL PEAK 13(8P23.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                  20
  PRIMARY TUMOR                                                                                                       16
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            32
  REGIONAL LYMPH NODE                                                                                                 83
D35V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 13(8P23.3) MUTATED     15   36
  DEL PEAK 13(8P23.3) WILD-TYPE   61   90
        clus
vv       DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE
  FEMALE                          15                            61
  MALE                            36                            90
D35V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 13(8P23.3) MUTATED      0   51
  DEL PEAK 13(8P23.3) WILD-TYPE    3  148
     clus
vv    DEL PEAK 13(8P23.3) MUTATED DEL PEAK 13(8P23.3) WILD-TYPE
  NO                            0                             3
  YES                          51                           148
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK 13(8P23.3) MUTATED    43   1   1   1   0
  DEL PEAK 13(8P23.3) WILD-TYPE 133   1   1   1   3
D35V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 13(8P23.3) MUTATED   28  0   0   6  1   2   1   2  5  1
  DEL PEAK 13(8P23.3) WILD-TYPE 82  2   8  11  0   3  13   4 14  4
D35V7, multiclass
D35V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 13(8P23.3) MUTATED             1       6        4        5        2
  DEL PEAK 13(8P23.3) WILD-TYPE           3      11        6       10       18
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 13(8P23.3) MUTATED           1         2         7         3
  DEL PEAK 13(8P23.3) WILD-TYPE         8         8        16         6
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 13(8P23.3) MUTATED            0          5          6        2
  DEL PEAK 13(8P23.3) WILD-TYPE          7         16         21        5
D35V9, multiclass

Clustering(36) Variable = Del Peak 14(9p23) mutation analysis
D36V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 14(9P23) MUTATED   69 63
  DEL PEAK 14(9P23) WILD-TYPE 31 29
  DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE 
                        132                          60 
  DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE 
                         63                          29 
$`DEL PEAK 14(9P23) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2JF 
       16.57       112.54        71.80        28.08        43.40        48.76 
TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV 
       12.10        58.03        71.24        24.53         9.30        21.47 
TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV 
       49.74         6.38        11.34         3.22         3.88        48.89 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 
       36.03       117.17       194.83       176.55        35.93       107.34 
TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F3 TCGA-EB-A24C TCGA-EB-A24D 
       53.92        65.92        68.09        10.49         0.43         1.35 
TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A 
        1.28         1.18         0.30         0.13         0.53         0.26 
TCGA-EB-A41B TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A185 
        0.10         0.39        29.82        33.73        14.70         4.93 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E 
      109.64        78.87       168.26        47.84        13.97        39.62 
TCGA-EE-A29L TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29T 
        2.56        18.58        56.42        37.35        55.89       345.96 
TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB 
       25.87        17.92        46.82        39.25        58.75        47.54 
TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GL TCGA-EE-A2GM 
       43.23       314.53       135.91        22.55        55.00        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GU 
       90.94       101.95        13.87        14.30        55.59        67.13 
TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M8 TCGA-EE-A2MD TCGA-EE-A2MH TCGA-EE-A2MI 
       21.67       129.24        19.76        47.28        16.96       204.62 
TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MR 
      144.76       203.01       167.87        47.54       248.61       103.56 
TCGA-EE-A2MS TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF 
      136.44         4.24       122.73         3.68        26.73        13.81 
TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19L TCGA-ER-A19M 
       23.47       138.77        12.59        26.37       131.08        61.05 
TCGA-ER-A19N TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW 
       44.05        33.21        12.10        80.48       160.60       216.92 
TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB 
       48.59       228.59        20.91         7.76        27.68        48.85 
TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZM TCGA-FS-A1ZQ 
      357.37        53.52        15.45        32.71       101.26       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A4F0 
       11.41       148.77        53.16        49.48        27.06        77.79 
TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 
       50.14        12.43        49.45        22.98        47.54         0.03 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A26A TCGA-GN-A26D 
       15.35       117.93        10.09        62.76        32.48        39.58 

$`DEL PEAK 14(9P23) WILD-TYPE`
TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A3CE 
      121.22        31.59        65.49        23.77        11.87        60.23 
TCGA-D9-A148 TCGA-D9-A1JW TCGA-D9-A1X3 TCGA-DA-A1I0 TCGA-DA-A1I7 TCGA-DA-A1IB 
      148.31         2.70         7.79        20.38        61.18        23.44 
TCGA-DA-A3F2 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A42Y TCGA-EE-A17Z 
       28.60       215.44        15.68         0.53         0.20         8.65 
TCGA-EE-A183 TCGA-EE-A29A TCGA-EE-A29H TCGA-EE-A29M TCGA-EE-A29R TCGA-EE-A2A1 
       26.86        63.32        32.19        44.35        14.47        78.94 
TCGA-EE-A2A2 TCGA-EE-A2GH TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GT TCGA-EE-A2M7 
       24.43       182.01        89.33        54.71        19.56        28.80 
TCGA-EE-A2MC TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MJ TCGA-EE-A2MQ TCGA-EE-A2MT 
       61.51       103.27       103.17        96.23        43.23        41.59 
TCGA-EE-A2MU TCGA-EE-A3AC TCGA-ER-A19J TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A3R1 
       53.26        25.84         6.41        79.99        80.32        10.09 
TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZJ TCGA-FS-A1ZK 
      202.62        28.08        40.27         9.70        47.38        23.93 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZU TCGA-FS-A1ZZ TCGA-FW-A3I3 TCGA-GN-A261 
       24.00        74.73        26.56        27.02         0.20        76.41 
TCGA-GN-A262 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26C TCGA-IH-A3EA 
      120.46        84.72        64.41         5.59        26.99        17.23 

  DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE 
                       0.03                        0.20 
  DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE 
                     357.37                      215.44 
  DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE 
                     43.725                      31.890 
[1] "0.0 - 357.4 (43.7)" "0.2 - 215.4 (31.9)"
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A1Q1                  TCGA-D3-A1Q5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A1Q6                  TCGA-D3-A1Q7 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A1Q8                  TCGA-D3-A1Q9 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2J6                  TCGA-D3-A2J8 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2J9                  TCGA-D3-A2JD 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-D3-A2JF                  TCGA-D3-A2JK 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3C6                  TCGA-D3-A3CC 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3CE                  TCGA-D3-A3CF 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D3-A3MO                  TCGA-D3-A3MV 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A148                  TCGA-D9-A149 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A1JW                  TCGA-D9-A1JX 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A1X3                  TCGA-D9-A3Z1 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-D9-A3Z3                  TCGA-D9-A3Z4 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1HV                  TCGA-DA-A1HW 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1HY                  TCGA-DA-A1I0 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A1I1                  TCGA-DA-A1I2 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1I4                  TCGA-DA-A1I5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1I7                  TCGA-DA-A1I8 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-DA-A1IA                  TCGA-DA-A1IB 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A1IC                  TCGA-DA-A3F2 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A3F3                  TCGA-DA-A3F5 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-DA-A3F8                  TCGA-EB-A1NK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EB-A24C                  TCGA-EB-A24D 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3HV                  TCGA-EB-A3XB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3XC                  TCGA-EB-A3XF 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A3Y6                  TCGA-EB-A41A 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EB-A41B                  TCGA-EB-A42Y 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EB-A42Z                  TCGA-EE-A17X 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A17Z                  TCGA-EE-A181 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A182                  TCGA-EE-A183 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A185                  TCGA-EE-A20B 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A20F                  TCGA-EE-A20H 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29A                  TCGA-EE-A29C 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29D                  TCGA-EE-A29E 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29H                  TCGA-EE-A29L 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29M                  TCGA-EE-A29N 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29P                  TCGA-EE-A29Q 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29R                  TCGA-EE-A29S 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29T                  TCGA-EE-A29V 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A29X                  TCGA-EE-A2A0 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2A1                  TCGA-EE-A2A2 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2A5                  TCGA-EE-A2A6 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GB                  TCGA-EE-A2GC 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GD                  TCGA-EE-A2GE 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GH                  TCGA-EE-A2GI 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GJ                  TCGA-EE-A2GK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2GL                  TCGA-EE-A2GM 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GN                  TCGA-EE-A2GO 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GP                  TCGA-EE-A2GR 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2GS                  TCGA-EE-A2GT 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2GU                  TCGA-EE-A2M5 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2M6                  TCGA-EE-A2M7 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2M8                  TCGA-EE-A2MC 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MD                  TCGA-EE-A2ME 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MG                  TCGA-EE-A2MH 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MI                  TCGA-EE-A2MJ 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MK                  TCGA-EE-A2ML 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MM                  TCGA-EE-A2MN 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MP                  TCGA-EE-A2MQ 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A2MR                  TCGA-EE-A2MS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A2MT                  TCGA-EE-A2MU 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-EE-A3AA                  TCGA-EE-A3AB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AC                  TCGA-EE-A3AD 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AE                  TCGA-EE-A3AF 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-EE-A3AG                  TCGA-EE-A3AH 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19D                  TCGA-ER-A19F 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19J                  TCGA-ER-A19L 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A19M                  TCGA-ER-A19N 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-ER-A1A1                  TCGA-ER-A3ET 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-ER-A3PL                  TCGA-FR-A2OS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FR-A3R1                  TCGA-FR-A3YN 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FR-A44A                  TCGA-FS-A1YW 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1YX                  TCGA-FS-A1YY 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1Z0                  TCGA-FS-A1Z3 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1Z4                  TCGA-FS-A1Z7 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZA                  TCGA-FS-A1ZB 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZC                  TCGA-FS-A1ZD 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZE                  TCGA-FS-A1ZF 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZG                  TCGA-FS-A1ZH 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZJ                  TCGA-FS-A1ZK 
"DEL PEAK 14(9P23) WILD-TYPE" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZM                  TCGA-FS-A1ZN 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZP                  TCGA-FS-A1ZQ 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZR                  TCGA-FS-A1ZS 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZT                  TCGA-FS-A1ZU 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FS-A1ZW                  TCGA-FS-A1ZY 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A1ZZ                  TCGA-FS-A4F0 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A4F2                  TCGA-FS-A4F9 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-FS-A4FC                  TCGA-FW-A3I3 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-FW-A3R5                  TCGA-FW-A3TU 
  "DEL PEAK 14(9P23) MUTATED"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-GF-A2C7                  TCGA-GN-A261 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A262                  TCGA-GN-A263 
"DEL PEAK 14(9P23) WILD-TYPE"   "DEL PEAK 14(9P23) MUTATED" 
                 TCGA-GN-A264                  TCGA-GN-A265 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A266                  TCGA-GN-A267 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A268                  TCGA-GN-A269 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A26A                  TCGA-GN-A26C 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
                 TCGA-GN-A26D                  TCGA-IH-A3EA 
  "DEL PEAK 14(9P23) MUTATED" "DEL PEAK 14(9P23) WILD-TYPE" 
[1] "hr=" "1.2"
D36V2, continuous
                             vv
clus                          DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 14(9P23) MUTATED                   20            17
  DEL PEAK 14(9P23) WILD-TYPE                  7             9
                             vv
clus                          REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 14(9P23) MUTATED                                                                                         29
  DEL PEAK 14(9P23) WILD-TYPE                                                                                        8
                             vv
clus                          REGIONAL LYMPH NODE
  DEL PEAK 14(9P23) MUTATED                    75
  DEL PEAK 14(9P23) WILD-TYPE                  37
D36V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 14(9P23) MUTATED
  DISTANT METASTASIS                                                                                              20
  PRIMARY TUMOR                                                                                                   17
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                        29
  REGIONAL LYMPH NODE                                                                                             75
                                                                                          clus
vv                                                                                         DEL PEAK 14(9P23) WILD-TYPE
  DISTANT METASTASIS                                                                                                 7
  PRIMARY TUMOR                                                                                                      9
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           8
  REGIONAL LYMPH NODE                                                                                               37
D36V4, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 14(9P23) MUTATED     57   84
  DEL PEAK 14(9P23) WILD-TYPE   19   42
        clus
vv       DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE
  FEMALE                        57                          19
  MALE                          84                          42
D36V5, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 14(9P23) MUTATED      0  141
  DEL PEAK 14(9P23) WILD-TYPE    3   58
     clus
vv    DEL PEAK 14(9P23) MUTATED DEL PEAK 14(9P23) WILD-TYPE
  NO                          0                           3
  YES                       141                          58
                             vv
clus                           M0  M1 M1A M1B M1C
  DEL PEAK 14(9P23) MUTATED   123   0   1   1   3
  DEL PEAK 14(9P23) WILD-TYPE  53   2   1   1   0
D36V6, multiclass
                             vv
clus                          N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 14(9P23) MUTATED   79  1   4  13  1   2   7   5 12  5
  DEL PEAK 14(9P23) WILD-TYPE 31  1   4   4  0   3   7   1  7  0
D36V7, multiclass
D36V8, continuous
                             vv
clus                          I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 14(9P23) MUTATED             4       9        6       10       16
  DEL PEAK 14(9P23) WILD-TYPE           0       8        4        5        4
                             vv
clus                          STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 14(9P23) MUTATED           8         8        17         7
  DEL PEAK 14(9P23) WILD-TYPE         1         2         6         2
                             vv
clus                          STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 14(9P23) MUTATED            2         15         17        5
  DEL PEAK 14(9P23) WILD-TYPE          5          6         10        2
D36V9, multiclass

Clustering(37) Variable = Del Peak 15(9p21.3) mutation analysis
D37V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 15(9P21.3) MUTATED   81 70
  DEL PEAK 15(9P21.3) WILD-TYPE 19 22
  DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE 
                          151                            41 
  DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE 
                           70                            22 
$`DEL PEAK 15(9P21.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2JF 
       16.57       112.54        71.80        28.08        43.40        48.76 
TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO 
       12.10        58.03        71.24        60.23        24.53         9.30 
TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 
       21.47       148.31        49.74         6.38         7.79        11.34 
TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 
        3.22         3.88        48.89        36.03       117.17       194.83 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA 
      176.55        35.93       107.34        61.18        53.92        65.92 
TCGA-DA-A1IC TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV 
       68.09        10.49       215.44         0.43         1.35         1.28 
TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B 
        1.18         0.30         0.13         0.53         0.26         0.10 
TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A185 
        0.20         0.39        29.82        33.73        14.70         4.93 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D 
      109.64        78.87       168.26        63.32        47.84        13.97 
TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q 
       39.62        32.19         2.56        18.58        56.42        37.35 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 
       14.47        55.89       345.96        25.87        17.92        46.82 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE 
       39.25        58.75        47.54        43.23       314.53       135.91 
TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO 
      182.01        22.55        55.00        75.48        90.94       101.95 
TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 
       13.87        14.30        55.59        67.13        21.67       129.24 
TCGA-EE-A2M8 TCGA-EE-A2MD TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2ML 
       19.76        47.28        16.96       204.62       144.76       203.01 
TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A3AA 
      167.87        47.54       248.61       103.56       136.44         4.24 
TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG 
      122.73        25.84         3.68        26.73        13.81        23.47 
TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M 
      138.77        12.59        26.37         6.41       131.08        61.05 
TCGA-ER-A19N TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW 
       44.05        33.21        12.10        80.48       160.60       216.92 
TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZA 
       48.59       228.59       202.62        20.91         7.76        27.68 
TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG 
       48.85       357.37        53.52        40.27        15.45         9.70 
TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZQ TCGA-FS-A1ZR 
       32.71        47.38       101.26        24.00       133.55        11.41 
TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A4F0 TCGA-FS-A4F2 
      148.77        53.16        49.48        27.06        77.79        50.14 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 
       12.43        49.45         0.20        22.98        47.54         0.03 
TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A26A 
       15.35       117.93        84.72        10.09        62.76        32.48 
TCGA-GN-A26D 
       39.58 

$`DEL PEAK 15(9P21.3) WILD-TYPE`
TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D9-A1JW 
      121.22        31.59        65.49        23.77        11.87         2.70 
TCGA-DA-A1I0 TCGA-DA-A1IB TCGA-DA-A3F2 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EE-A17Z 
       20.38        23.44        28.60        15.68         0.53         8.65 
TCGA-EE-A183 TCGA-EE-A29M TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2GJ TCGA-EE-A2GK 
       26.86        44.35        78.94        24.43        89.33        54.71 
TCGA-EE-A2GT TCGA-EE-A2M7 TCGA-EE-A2MC TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MJ 
       19.56        28.80        61.51       103.27       103.17        96.23 
TCGA-EE-A2MQ TCGA-EE-A2MT TCGA-EE-A2MU TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A3R1 
       43.23        41.59        53.26        79.99        80.32        10.09 
TCGA-FS-A1Z4 TCGA-FS-A1ZK TCGA-FS-A1ZP TCGA-FS-A1ZU TCGA-FS-A1ZZ TCGA-GN-A261 
       28.08        23.93        74.73        26.56        27.02        76.41 
TCGA-GN-A262 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26C TCGA-IH-A3EA 
      120.46        64.41         5.59        26.99        17.23 

  DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE 
                         0.03                          0.53 
  DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE 
                       357.37                        121.22 
  DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE 
                         43.4                          28.8 
[1] "0.0 - 357.4 (43.4)" "0.5 - 121.2 (28.8)"
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A1Q1                    TCGA-D3-A1Q5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A1Q6                    TCGA-D3-A1Q7 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A1Q8                    TCGA-D3-A1Q9 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2J6                    TCGA-D3-A2J8 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2J9                    TCGA-D3-A2JD 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-D3-A2JF                    TCGA-D3-A2JK 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3C6                    TCGA-D3-A3CC 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3CE                    TCGA-D3-A3CF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D3-A3MO                    TCGA-D3-A3MV 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A148                    TCGA-D9-A149 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A1JW                    TCGA-D9-A1JX 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A1X3                    TCGA-D9-A3Z1 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-D9-A3Z3                    TCGA-D9-A3Z4 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1HV                    TCGA-DA-A1HW 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1HY                    TCGA-DA-A1I0 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A1I1                    TCGA-DA-A1I2 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1I4                    TCGA-DA-A1I5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1I7                    TCGA-DA-A1I8 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A1IA                    TCGA-DA-A1IB 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A1IC                    TCGA-DA-A3F2 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-DA-A3F3                    TCGA-DA-A3F5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-DA-A3F8                    TCGA-EB-A1NK 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EB-A24C                    TCGA-EB-A24D 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3HV                    TCGA-EB-A3XB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3XC                    TCGA-EB-A3XF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A3Y6                    TCGA-EB-A41A 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A41B                    TCGA-EB-A42Y 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EB-A42Z                    TCGA-EE-A17X 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A17Z                    TCGA-EE-A181 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A182                    TCGA-EE-A183 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A185                    TCGA-EE-A20B 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A20F                    TCGA-EE-A20H 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29A                    TCGA-EE-A29C 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29D                    TCGA-EE-A29E 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29H                    TCGA-EE-A29L 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29M                    TCGA-EE-A29N 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29P                    TCGA-EE-A29Q 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29R                    TCGA-EE-A29S 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29T                    TCGA-EE-A29V 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A29X                    TCGA-EE-A2A0 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2A1                    TCGA-EE-A2A2 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2A5                    TCGA-EE-A2A6 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GB                    TCGA-EE-A2GC 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GD                    TCGA-EE-A2GE 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GH                    TCGA-EE-A2GI 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GJ                    TCGA-EE-A2GK 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2GL                    TCGA-EE-A2GM 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GN                    TCGA-EE-A2GO 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GP                    TCGA-EE-A2GR 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2GS                    TCGA-EE-A2GT 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2GU                    TCGA-EE-A2M5 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2M6                    TCGA-EE-A2M7 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2M8                    TCGA-EE-A2MC 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MD                    TCGA-EE-A2ME 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MG                    TCGA-EE-A2MH 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MI                    TCGA-EE-A2MJ 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MK                    TCGA-EE-A2ML 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MM                    TCGA-EE-A2MN 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MP                    TCGA-EE-A2MQ 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A2MR                    TCGA-EE-A2MS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A2MT                    TCGA-EE-A2MU 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-EE-A3AA                    TCGA-EE-A3AB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AC                    TCGA-EE-A3AD 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AE                    TCGA-EE-A3AF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-EE-A3AG                    TCGA-EE-A3AH 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19D                    TCGA-ER-A19F 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19J                    TCGA-ER-A19L 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A19M                    TCGA-ER-A19N 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-ER-A1A1                    TCGA-ER-A3ET 
"DEL PEAK 15(9P21.3) WILD-TYPE" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-ER-A3PL                    TCGA-FR-A2OS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FR-A3R1                    TCGA-FR-A3YN 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FR-A44A                    TCGA-FS-A1YW 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1YX                    TCGA-FS-A1YY 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1Z0                    TCGA-FS-A1Z3 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1Z4                    TCGA-FS-A1Z7 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZA                    TCGA-FS-A1ZB 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZC                    TCGA-FS-A1ZD 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZE                    TCGA-FS-A1ZF 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZG                    TCGA-FS-A1ZH 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZJ                    TCGA-FS-A1ZK 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-FS-A1ZM                    TCGA-FS-A1ZN 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZP                    TCGA-FS-A1ZQ 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZR                    TCGA-FS-A1ZS 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZT                    TCGA-FS-A1ZU 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-FS-A1ZW                    TCGA-FS-A1ZY 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A1ZZ                    TCGA-FS-A4F0 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A4F2                    TCGA-FS-A4F9 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FS-A4FC                    TCGA-FW-A3I3 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-FW-A3R5                    TCGA-FW-A3TU 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GF-A2C7                    TCGA-GN-A261 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A262                    TCGA-GN-A263 
"DEL PEAK 15(9P21.3) WILD-TYPE"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GN-A264                    TCGA-GN-A265 
  "DEL PEAK 15(9P21.3) MUTATED"   "DEL PEAK 15(9P21.3) MUTATED" 
                   TCGA-GN-A266                    TCGA-GN-A267 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A268                    TCGA-GN-A269 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A26A                    TCGA-GN-A26C 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
                   TCGA-GN-A26D                    TCGA-IH-A3EA 
  "DEL PEAK 15(9P21.3) MUTATED" "DEL PEAK 15(9P21.3) WILD-TYPE" 
[1] "hr=" "1.4"
D37V2, continuous
                               vv
clus                            DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 15(9P21.3) MUTATED                   24            19
  DEL PEAK 15(9P21.3) WILD-TYPE                  3             7
                               vv
clus                            REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 15(9P21.3) MUTATED                                                                                         31
  DEL PEAK 15(9P21.3) WILD-TYPE                                                                                        6
                               vv
clus                            REGIONAL LYMPH NODE
  DEL PEAK 15(9P21.3) MUTATED                    86
  DEL PEAK 15(9P21.3) WILD-TYPE                  26
D37V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 15(9P21.3) MUTATED
  DISTANT METASTASIS                                                                                                24
  PRIMARY TUMOR                                                                                                     19
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          31
  REGIONAL LYMPH NODE                                                                                               86
                                                                                          clus
vv                                                                                         DEL PEAK 15(9P21.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   3
  PRIMARY TUMOR                                                                                                        7
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             6
  REGIONAL LYMPH NODE                                                                                                 26
D37V4, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 15(9P21.3) MUTATED     65   95
  DEL PEAK 15(9P21.3) WILD-TYPE   11   31
        clus
vv       DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE
  FEMALE                          65                            11
  MALE                            95                            31
D37V5, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 15(9P21.3) MUTATED      1  159
  DEL PEAK 15(9P21.3) WILD-TYPE    2   40
     clus
vv    DEL PEAK 15(9P21.3) MUTATED DEL PEAK 15(9P21.3) WILD-TYPE
  NO                            1                             2
  YES                         159                            40
                               vv
clus                             M0  M1 M1A M1B M1C
  DEL PEAK 15(9P21.3) MUTATED   136   2   1   2   3
  DEL PEAK 15(9P21.3) WILD-TYPE  40   0   1   0   0
D37V6, multiclass
                               vv
clus                            N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 15(9P21.3) MUTATED   86  1   6  15  1   2  10   5 15  5
  DEL PEAK 15(9P21.3) WILD-TYPE 24  1   2   2  0   3   4   1  4  0
D37V7, multiclass
D37V8, continuous
                               vv
clus                            I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 15(9P21.3) MUTATED             4      11        8       10       16
  DEL PEAK 15(9P21.3) WILD-TYPE           0       6        2        5        4
                               vv
clus                            STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 15(9P21.3) MUTATED           8         8        19         8
  DEL PEAK 15(9P21.3) WILD-TYPE         1         2         4         1
                               vv
clus                            STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 15(9P21.3) MUTATED            4         16         20        7
  DEL PEAK 15(9P21.3) WILD-TYPE          3          5          7        0
D37V9, multiclass

Clustering(38) Variable = Del Peak 16(10p15.3) mutation analysis
D38V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 16(10P15.3) MUTATED   49 55
  DEL PEAK 16(10P15.3) WILD-TYPE 51 37
  DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE 
                           104                             88 
  DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE 
                            55                             37 
$`DEL PEAK 16(10P15.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 
       16.57       112.54        71.80       121.22        28.08        43.40 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV 
       11.87        12.10        60.23        24.53         9.30        21.47 
TCGA-D9-A1X3 TCGA-D9-A3Z3 TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I2 
        7.79         3.22        36.03       117.17       194.83       176.55 
TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A3F5 
       35.93       107.34        61.18        53.92        65.92       215.44 
TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF 
        0.43         1.35         1.28         1.18         0.30         0.13 
TCGA-EB-A3Y6 TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A185 
        0.53         0.20         0.39         8.65        33.73         4.93 
TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N 
      109.64       168.26        32.19         2.56        44.35        18.58 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A2 
       56.42        37.35        55.89       345.96        17.92        24.43 
TCGA-EE-A2A5 TCGA-EE-A2GB TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GM 
       39.25        47.54       135.91        22.55        89.33        75.48 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2M6 
       90.94       101.95        13.87        14.30        55.59       129.24 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK 
       28.80        19.76       103.17        16.96       204.62       144.76 
TCGA-EE-A2MM TCGA-EE-A2MS TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AD 
      167.87       136.44        53.26         4.24       122.73         3.68 
TCGA-EE-A3AE TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19L TCGA-ER-A3ET TCGA-ER-A3PL 
       26.73       138.77        12.59       131.08        80.32        33.21 
TCGA-FR-A2OS TCGA-FR-A3YN TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z7 
       12.10        80.48        48.59       202.62        20.91         7.76 
TCGA-FS-A1ZA TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH 
       27.68       357.37        53.52        15.45         9.70        32.71 
TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZU 
       47.38       101.26        24.00       133.55        11.41        26.56 
TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-GF-A2C7 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 
       49.48        27.06         0.03       117.93        10.09        64.41 
TCGA-GN-A268 TCGA-GN-A26A 
       62.76        32.48 

$`DEL PEAK 16(10P15.3) WILD-TYPE`
TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D3-A3C6 TCGA-D3-A3CC 
       31.59        65.49        23.77        48.76        58.03        71.24 
TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z4 
      148.31        49.74         2.70         6.38        11.34         3.88 
TCGA-DA-A1HV TCGA-DA-A1I0 TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 
       48.89        20.38        23.44        68.09        28.60        10.49 
TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A41A TCGA-EB-A41B TCGA-EE-A17X TCGA-EE-A182 
       15.68         0.53         0.26         0.10        29.82        14.70 
TCGA-EE-A183 TCGA-EE-A20F TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E 
       26.86        78.87        63.32        47.84        13.97        39.62 
TCGA-EE-A29R TCGA-EE-A29V TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A6 TCGA-EE-A2GC 
       14.47        25.87        46.82        78.94        58.75        43.23 
TCGA-EE-A2GD TCGA-EE-A2GH TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GT TCGA-EE-A2GU 
      314.53       182.01        54.71        55.00        19.56        67.13 
TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MJ TCGA-EE-A2ML 
       21.67        61.51        47.28       103.27        96.23       203.01 
TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A3AC 
       47.54       248.61        43.23       103.56        41.59        25.84 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19M TCGA-ER-A19N 
       13.81        23.47        26.37         6.41        61.05        44.05 
TCGA-ER-A1A1 TCGA-FR-A3R1 TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z4 
       79.99        10.09       160.60       216.92       228.59        28.08 
TCGA-FS-A1ZB TCGA-FS-A1ZE TCGA-FS-A1ZK TCGA-FS-A1ZP TCGA-FS-A1ZS TCGA-FS-A1ZT 
       48.85        40.27        23.93        74.73       148.77        53.16 
TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 
       27.02        77.79        50.14        12.43        49.45         0.20 
TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 
       22.98        47.54        76.41       120.46        15.35        84.72 
TCGA-GN-A269 TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
        5.59        26.99        39.58        17.23 

  DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE 
                          0.03                           0.10 
  DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE 
                        357.37                         314.53 
  DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE 
                         35.98                          43.64 
[1] "0.0 - 357.4 (36.0)" "0.1 - 314.5 (43.6)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 16(10P15.3) WILD-TYPE"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 16(10P15.3) MUTATED"   "DEL PEAK 16(10P15.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 16(10P15.3) MUTATED" "DEL PEAK 16(10P15.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 16(10P15.3) WILD-TYPE" "DEL PEAK 16(10P15.3) WILD-TYPE" 
[1] "hr=" "1.2"
D38V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 16(10P15.3) MUTATED                   14            14
  DEL PEAK 16(10P15.3) WILD-TYPE                 13            12
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 16(10P15.3) MUTATED                                                                                         26
  DEL PEAK 16(10P15.3) WILD-TYPE                                                                                       11
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 16(10P15.3) MUTATED                    55
  DEL PEAK 16(10P15.3) WILD-TYPE                  57
D38V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 16(10P15.3) MUTATED
  DISTANT METASTASIS                                                                                                 14
  PRIMARY TUMOR                                                                                                      14
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           26
  REGIONAL LYMPH NODE                                                                                                55
                                                                                          clus
vv                                                                                         DEL PEAK 16(10P15.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   13
  PRIMARY TUMOR                                                                                                        12
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             11
  REGIONAL LYMPH NODE                                                                                                  57
D38V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 16(10P15.3) MUTATED     45   64
  DEL PEAK 16(10P15.3) WILD-TYPE   31   62
        clus
vv       DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE
  FEMALE                           45                             31
  MALE                             64                             62
D38V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 16(10P15.3) MUTATED      1  108
  DEL PEAK 16(10P15.3) WILD-TYPE    2   91
     clus
vv    DEL PEAK 16(10P15.3) MUTATED DEL PEAK 16(10P15.3) WILD-TYPE
  NO                             1                              2
  YES                          108                             91
                                vv
clus                             M0 M1 M1A M1B M1C
  DEL PEAK 16(10P15.3) MUTATED   96  0   1   1   2
  DEL PEAK 16(10P15.3) WILD-TYPE 80  2   1   1   1
D38V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 16(10P15.3) MUTATED   58  1   7   9  0   2   7   4  9  4
  DEL PEAK 16(10P15.3) WILD-TYPE 52  1   1   8  1   3   7   2 10  1
D38V7, multiclass
D38V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 16(10P15.3) MUTATED             4       7        6        8       11
  DEL PEAK 16(10P15.3) WILD-TYPE           0      10        4        7        9
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 16(10P15.3) MUTATED           3         6        13         5
  DEL PEAK 16(10P15.3) WILD-TYPE         6         4        10         4
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 16(10P15.3) MUTATED            5         12         14        4
  DEL PEAK 16(10P15.3) WILD-TYPE          2          9         13        3
D38V9, multiclass

Clustering(39) Variable = Del Peak 17(10q23.31) mutation analysis
D39V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 17(10Q23.31) MUTATED   61 57
  DEL PEAK 17(10Q23.31) WILD-TYPE 39 35
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                            118                              74 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                             57                              35 
$`DEL PEAK 17(10Q23.31) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 
       16.57       112.54        71.80       121.22        28.08        31.59 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF 
       11.87        12.10        58.03        71.24        60.23        24.53 
TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A1X3 
        9.30        21.47       148.31        49.74         6.38         7.79 
TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HW TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 
        3.22         3.88        36.03       194.83       176.55        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A3F5 TCGA-DA-A3F8 
      107.34        61.18        53.92        65.92       215.44        15.68 
TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF 
        0.43         1.35         1.28         1.18         0.30         0.13 
TCGA-EB-A3Y6 TCGA-EB-A42Z TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A185 TCGA-EE-A20B 
        0.53         0.39         8.65        33.73         4.93       109.64 
TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M 
       78.87       168.26        13.97        32.19         2.56        44.35 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A2 
       56.42        37.35       345.96        17.92        46.82        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE 
       39.25        58.75        47.54        43.23       314.53       135.91 
TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP 
       22.55        89.33        75.48        90.94       101.95        13.87 
TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 
       14.30        55.59        67.13       129.24        28.80        19.76 
TCGA-EE-A2MD TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2MM 
       47.28       103.17        16.96       204.62       144.76       167.87 
TCGA-EE-A2MP TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AD TCGA-EE-A3AE 
      248.61        53.26         4.24       122.73         3.68        26.73 
TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19L TCGA-ER-A3PL 
       13.81        23.47       138.77        12.59       131.08        33.21 
TCGA-FR-A2OS TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 
       12.10        80.48       160.60       228.59       202.62        20.91 
TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZH 
        7.76        27.68       357.37        53.52        15.45        32.71 
TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZU 
       47.38       101.26        24.00       133.55        11.41        26.56 
TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FW-A3I3 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A262 
       49.48        27.06         0.20        47.54         0.03       120.46 
TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A26A 
      117.93        10.09        64.41        32.48 

$`DEL PEAK 17(10Q23.31) WILD-TYPE`
TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D9-A1JW TCGA-D9-A3Z1 
       43.40        65.49        23.77        48.76         2.70        11.34 
TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
       48.89       117.17        20.38        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-EB-A1NK TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EE-A17X 
       10.49         0.53         0.26         0.10         0.20        29.82 
TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29N 
       14.70        26.86        63.32        47.84        39.62        18.58 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A2A1 TCGA-EE-A2GH TCGA-EE-A2GK 
       14.47        55.89        25.87        78.94       182.01        54.71 
TCGA-EE-A2GL TCGA-EE-A2GT TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2ME TCGA-EE-A2MJ 
       55.00        19.56        21.67        61.51       103.27        96.23 
TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT 
      203.01        47.54        43.23       103.56       136.44        41.59 
TCGA-EE-A3AC TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 
       25.84        26.37         6.41        61.05        44.05        79.99 
TCGA-ER-A3ET TCGA-FR-A3R1 TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1Z4 TCGA-FS-A1ZB 
       80.32        10.09       216.92        48.59        28.08        48.85 
TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZK TCGA-FS-A1ZP TCGA-FS-A1ZS TCGA-FS-A1ZT 
       40.27         9.70        23.93        74.73       148.77        53.16 
TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 
       27.02        77.79        50.14        12.43        49.45        22.98 
TCGA-GN-A261 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26C 
       76.41        15.35        84.72        62.76         5.59        26.99 
TCGA-GN-A26D TCGA-IH-A3EA 
       39.58        17.23 

  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                           0.03                            0.10 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                         357.37                          216.92 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                          38.30                           42.41 
[1] "0.0 - 357.4 (38.3)" "0.1 - 216.9 (42.4)"
                     TCGA-D3-A1Q1                      TCGA-D3-A1Q5 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A1Q6                      TCGA-D3-A1Q7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A1Q8                      TCGA-D3-A1Q9 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A2J6                      TCGA-D3-A2J8 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D3-A2J9                      TCGA-D3-A2JD 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A2JF                      TCGA-D3-A2JK 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3C6                      TCGA-D3-A3CC 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3CE                      TCGA-D3-A3CF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3MO                      TCGA-D3-A3MV 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A148                      TCGA-D9-A149 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A1JW                      TCGA-D9-A1JX 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A1X3                      TCGA-D9-A3Z1 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D9-A3Z3                      TCGA-D9-A3Z4 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1HV                      TCGA-DA-A1HW 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1HY                      TCGA-DA-A1I0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A1I1                      TCGA-DA-A1I2 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1I4                      TCGA-DA-A1I5 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1I7                      TCGA-DA-A1I8 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1IA                      TCGA-DA-A1IB 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A1IC                      TCGA-DA-A3F2 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A3F3                      TCGA-DA-A3F5 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A3F8                      TCGA-EB-A1NK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A24C                      TCGA-EB-A24D 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3HV                      TCGA-EB-A3XB 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3XC                      TCGA-EB-A3XF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3Y6                      TCGA-EB-A41A 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A41B                      TCGA-EB-A42Y 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A42Z                      TCGA-EE-A17X 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A17Z                      TCGA-EE-A181 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A182                      TCGA-EE-A183 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A185                      TCGA-EE-A20B 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A20F                      TCGA-EE-A20H 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29A                      TCGA-EE-A29C 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29D                      TCGA-EE-A29E 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29H                      TCGA-EE-A29L 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29M                      TCGA-EE-A29N 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29P                      TCGA-EE-A29Q 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29R                      TCGA-EE-A29S 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29T                      TCGA-EE-A29V 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29X                      TCGA-EE-A2A0 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2A1                      TCGA-EE-A2A2 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2A5                      TCGA-EE-A2A6 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GB                      TCGA-EE-A2GC 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GD                      TCGA-EE-A2GE 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GH                      TCGA-EE-A2GI 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GJ                      TCGA-EE-A2GK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2GL                      TCGA-EE-A2GM 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GN                      TCGA-EE-A2GO 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GP                      TCGA-EE-A2GR 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GS                      TCGA-EE-A2GT 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2GU                      TCGA-EE-A2M5 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2M6                      TCGA-EE-A2M7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2M8                      TCGA-EE-A2MC 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MD                      TCGA-EE-A2ME 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MG                      TCGA-EE-A2MH 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2MI                      TCGA-EE-A2MJ 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MK                      TCGA-EE-A2ML 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MM                      TCGA-EE-A2MN 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MP                      TCGA-EE-A2MQ 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MR                      TCGA-EE-A2MS 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MT                      TCGA-EE-A2MU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AA                      TCGA-EE-A3AB 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AC                      TCGA-EE-A3AD 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AE                      TCGA-EE-A3AF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AG                      TCGA-EE-A3AH 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-ER-A19D                      TCGA-ER-A19F 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A19J                      TCGA-ER-A19L 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-ER-A19M                      TCGA-ER-A19N 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A1A1                      TCGA-ER-A3ET 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A3PL                      TCGA-FR-A2OS 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FR-A3R1                      TCGA-FR-A3YN 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FR-A44A                      TCGA-FS-A1YW 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1YX                      TCGA-FS-A1YY 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1Z0                      TCGA-FS-A1Z3 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1Z4                      TCGA-FS-A1Z7 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZA                      TCGA-FS-A1ZB 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZC                      TCGA-FS-A1ZD 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZE                      TCGA-FS-A1ZF 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZG                      TCGA-FS-A1ZH 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZJ                      TCGA-FS-A1ZK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZM                      TCGA-FS-A1ZN 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZP                      TCGA-FS-A1ZQ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZR                      TCGA-FS-A1ZS 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZT                      TCGA-FS-A1ZU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZW                      TCGA-FS-A1ZY 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZZ                      TCGA-FS-A4F0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A4F2                      TCGA-FS-A4F9 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A4FC                      TCGA-FW-A3I3 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FW-A3R5                      TCGA-FW-A3TU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-GF-A2C7                      TCGA-GN-A261 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A262                      TCGA-GN-A263 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A264                      TCGA-GN-A265 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A266                      TCGA-GN-A267 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-GN-A268                      TCGA-GN-A269 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A26A                      TCGA-GN-A26C 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A26D                      TCGA-IH-A3EA 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D3-A1Q1                      TCGA-D3-A1Q5 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A1Q6                      TCGA-D3-A1Q7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A1Q8                      TCGA-D3-A1Q9 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A2J6                      TCGA-D3-A2J8 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D3-A2J9                      TCGA-D3-A2JD 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A2JF                      TCGA-D3-A2JK 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3C6                      TCGA-D3-A3CC 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3CE                      TCGA-D3-A3CF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3MO                      TCGA-D3-A3MV 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A148                      TCGA-D9-A149 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A1JW                      TCGA-D9-A1JX 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A1X3                      TCGA-D9-A3Z1 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D9-A3Z3                      TCGA-D9-A3Z4 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1HV                      TCGA-DA-A1HW 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1HY                      TCGA-DA-A1I0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A1I1                      TCGA-DA-A1I2 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1I4                      TCGA-DA-A1I5 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1I7                      TCGA-DA-A1I8 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1IA                      TCGA-DA-A1IB 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A1IC                      TCGA-DA-A3F2 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A3F3                      TCGA-DA-A3F5 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A3F8                      TCGA-EB-A1NK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A24C                      TCGA-EB-A24D 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3HV                      TCGA-EB-A3XB 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3XC                      TCGA-EB-A3XF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3Y6                      TCGA-EB-A41A 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A41B                      TCGA-EB-A42Y 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A42Z                      TCGA-EE-A17X 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A17Z                      TCGA-EE-A181 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A182                      TCGA-EE-A183 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A185                      TCGA-EE-A20B 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A20F                      TCGA-EE-A20H 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29A                      TCGA-EE-A29C 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29D                      TCGA-EE-A29E 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29H                      TCGA-EE-A29L 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29M                      TCGA-EE-A29N 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29P                      TCGA-EE-A29Q 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29R                      TCGA-EE-A29S 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29T                      TCGA-EE-A29V 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29X                      TCGA-EE-A2A0 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2A1                      TCGA-EE-A2A2 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2A5                      TCGA-EE-A2A6 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GB                      TCGA-EE-A2GC 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GD                      TCGA-EE-A2GE 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GH                      TCGA-EE-A2GI 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GJ                      TCGA-EE-A2GK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2GL                      TCGA-EE-A2GM 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GN                      TCGA-EE-A2GO 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GP                      TCGA-EE-A2GR 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GS                      TCGA-EE-A2GT 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2GU                      TCGA-EE-A2M5 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2M6                      TCGA-EE-A2M7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2M8                      TCGA-EE-A2MC 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MD                      TCGA-EE-A2ME 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MG                      TCGA-EE-A2MH 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2MI                      TCGA-EE-A2MJ 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MK                      TCGA-EE-A2ML 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MM                      TCGA-EE-A2MN 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MP                      TCGA-EE-A2MQ 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MR                      TCGA-EE-A2MS 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MT                      TCGA-EE-A2MU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AA                      TCGA-EE-A3AB 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AC                      TCGA-EE-A3AD 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AE                      TCGA-EE-A3AF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AG                      TCGA-EE-A3AH 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-ER-A19D                      TCGA-ER-A19F 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A19J                      TCGA-ER-A19L 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-ER-A19M                      TCGA-ER-A19N 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A1A1                      TCGA-ER-A3ET 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A3PL                      TCGA-FR-A2OS 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FR-A3R1                      TCGA-FR-A3YN 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FR-A44A                      TCGA-FS-A1YW 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1YX                      TCGA-FS-A1YY 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1Z0                      TCGA-FS-A1Z3 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1Z4                      TCGA-FS-A1Z7 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZA                      TCGA-FS-A1ZB 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZC                      TCGA-FS-A1ZD 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZE                      TCGA-FS-A1ZF 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZG                      TCGA-FS-A1ZH 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZJ                      TCGA-FS-A1ZK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZM                      TCGA-FS-A1ZN 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZP                      TCGA-FS-A1ZQ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZR                      TCGA-FS-A1ZS 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZT                      TCGA-FS-A1ZU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZW                      TCGA-FS-A1ZY 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZZ                      TCGA-FS-A4F0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A4F2                      TCGA-FS-A4F9 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A4FC                      TCGA-FW-A3I3 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FW-A3R5                      TCGA-FW-A3TU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-GF-A2C7                      TCGA-GN-A261 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A262                      TCGA-GN-A263 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A264                      TCGA-GN-A265 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A266                      TCGA-GN-A267 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-GN-A268                      TCGA-GN-A269 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A26A                      TCGA-GN-A26C 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A26D                      TCGA-IH-A3EA 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D3-A1Q1                      TCGA-D3-A1Q5 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A1Q6                      TCGA-D3-A1Q7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A1Q8                      TCGA-D3-A1Q9 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A2J6                      TCGA-D3-A2J8 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D3-A2J9                      TCGA-D3-A2JD 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A2JF                      TCGA-D3-A2JK 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3C6                      TCGA-D3-A3CC 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3CE                      TCGA-D3-A3CF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D3-A3MO                      TCGA-D3-A3MV 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A148                      TCGA-D9-A149 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A1JW                      TCGA-D9-A1JX 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-D9-A1X3                      TCGA-D9-A3Z1 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-D9-A3Z3                      TCGA-D9-A3Z4 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1HV                      TCGA-DA-A1HW 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1HY                      TCGA-DA-A1I0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A1I1                      TCGA-DA-A1I2 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1I4                      TCGA-DA-A1I5 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1I7                      TCGA-DA-A1I8 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A1IA                      TCGA-DA-A1IB 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A1IC                      TCGA-DA-A3F2 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-DA-A3F3                      TCGA-DA-A3F5 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-DA-A3F8                      TCGA-EB-A1NK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A24C                      TCGA-EB-A24D 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3HV                      TCGA-EB-A3XB 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3XC                      TCGA-EB-A3XF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EB-A3Y6                      TCGA-EB-A41A 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A41B                      TCGA-EB-A42Y 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EB-A42Z                      TCGA-EE-A17X 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A17Z                      TCGA-EE-A181 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A182                      TCGA-EE-A183 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A185                      TCGA-EE-A20B 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A20F                      TCGA-EE-A20H 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29A                      TCGA-EE-A29C 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29D                      TCGA-EE-A29E 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29H                      TCGA-EE-A29L 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29M                      TCGA-EE-A29N 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29P                      TCGA-EE-A29Q 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A29R                      TCGA-EE-A29S 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29T                      TCGA-EE-A29V 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A29X                      TCGA-EE-A2A0 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2A1                      TCGA-EE-A2A2 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2A5                      TCGA-EE-A2A6 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GB                      TCGA-EE-A2GC 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GD                      TCGA-EE-A2GE 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GH                      TCGA-EE-A2GI 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GJ                      TCGA-EE-A2GK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2GL                      TCGA-EE-A2GM 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GN                      TCGA-EE-A2GO 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GP                      TCGA-EE-A2GR 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2GS                      TCGA-EE-A2GT 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2GU                      TCGA-EE-A2M5 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2M6                      TCGA-EE-A2M7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2M8                      TCGA-EE-A2MC 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MD                      TCGA-EE-A2ME 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MG                      TCGA-EE-A2MH 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A2MI                      TCGA-EE-A2MJ 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MK                      TCGA-EE-A2ML 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MM                      TCGA-EE-A2MN 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MP                      TCGA-EE-A2MQ 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MR                      TCGA-EE-A2MS 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-EE-A2MT                      TCGA-EE-A2MU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AA                      TCGA-EE-A3AB 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AC                      TCGA-EE-A3AD 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AE                      TCGA-EE-A3AF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-EE-A3AG                      TCGA-EE-A3AH 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-ER-A19D                      TCGA-ER-A19F 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A19J                      TCGA-ER-A19L 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-ER-A19M                      TCGA-ER-A19N 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A1A1                      TCGA-ER-A3ET 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ER-A3PL                      TCGA-FR-A2OS 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FR-A3R1                      TCGA-FR-A3YN 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FR-A44A                      TCGA-FS-A1YW 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1YX                      TCGA-FS-A1YY 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1Z0                      TCGA-FS-A1Z3 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1Z4                      TCGA-FS-A1Z7 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZA                      TCGA-FS-A1ZB 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZC                      TCGA-FS-A1ZD 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZE                      TCGA-FS-A1ZF 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZG                      TCGA-FS-A1ZH 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZJ                      TCGA-FS-A1ZK 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZM                      TCGA-FS-A1ZN 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZP                      TCGA-FS-A1ZQ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZR                      TCGA-FS-A1ZS 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A1ZT                      TCGA-FS-A1ZU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZW                      TCGA-FS-A1ZY 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FS-A1ZZ                      TCGA-FS-A4F0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A4F2                      TCGA-FS-A4F9 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-FS-A4FC                      TCGA-FW-A3I3 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-FW-A3R5                      TCGA-FW-A3TU 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-GF-A2C7                      TCGA-GN-A261 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A262                      TCGA-GN-A263 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A264                      TCGA-GN-A265 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A266                      TCGA-GN-A267 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-GN-A268                      TCGA-GN-A269 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A26A                      TCGA-GN-A26C 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-GN-A26D                      TCGA-IH-A3EA 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
[1] "hr=" "1.2"
D39V2, continuous
                                 vv
clus                              DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 17(10Q23.31) MUTATED                   17            16
  DEL PEAK 17(10Q23.31) WILD-TYPE                 10            10
                                 vv
clus                              REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 17(10Q23.31) MUTATED                                                                                         29
  DEL PEAK 17(10Q23.31) WILD-TYPE                                                                                        8
                                 vv
clus                              REGIONAL LYMPH NODE
  DEL PEAK 17(10Q23.31) MUTATED                    64
  DEL PEAK 17(10Q23.31) WILD-TYPE                  48
D39V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 17(10Q23.31) MUTATED
  DISTANT METASTASIS                                                                                                  17
  PRIMARY TUMOR                                                                                                       16
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            29
  REGIONAL LYMPH NODE                                                                                                 64
                                                                                          clus
vv                                                                                         DEL PEAK 17(10Q23.31) WILD-TYPE
  DISTANT METASTASIS                                                                                                    10
  PRIMARY TUMOR                                                                                                         10
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                               8
  REGIONAL LYMPH NODE                                                                                                   48
D39V4, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 17(10Q23.31) MUTATED     56   70
  DEL PEAK 17(10Q23.31) WILD-TYPE   20   56
        clus
vv       DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE
  FEMALE                            56                              20
  MALE                              70                              56
D39V5, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 17(10Q23.31) MUTATED      1  125
  DEL PEAK 17(10Q23.31) WILD-TYPE    2   74
     clus
vv    DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE
  NO                              1                               2
  YES                           125                              74
                                 vv
clus                               M0  M1 M1A M1B M1C
  DEL PEAK 17(10Q23.31) MUTATED   107   1   1   2   2
  DEL PEAK 17(10Q23.31) WILD-TYPE  69   1   1   0   1
D39V6, multiclass
                                 vv
clus                              N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 17(10Q23.31) MUTATED   66  1   6  11  0   3   8   4 10  5
  DEL PEAK 17(10Q23.31) WILD-TYPE 44  1   2   6  1   2   6   2  9  0
D39V7, multiclass
D39V8, continuous
                                 vv
clus                              I OR II NOS STAGE I STAGE IA STAGE IB
  DEL PEAK 17(10Q23.31) MUTATED             4       7        8        9
  DEL PEAK 17(10Q23.31) WILD-TYPE           0      10        2        6
                                 vv
clus                              STAGE II STAGE IIA STAGE IIB STAGE IIC
  DEL PEAK 17(10Q23.31) MUTATED         13         5         6        14
  DEL PEAK 17(10Q23.31) WILD-TYPE        7         4         4         9
                                 vv
clus                              STAGE III STAGE IIIA STAGE IIIB STAGE IIIC
  DEL PEAK 17(10Q23.31) MUTATED           6          4         14         14
  DEL PEAK 17(10Q23.31) WILD-TYPE         3          3          7         13
                                 vv
clus                              STAGE IV
  DEL PEAK 17(10Q23.31) MUTATED          5
  DEL PEAK 17(10Q23.31) WILD-TYPE        2
D39V9, multiclass

Clustering(40) Variable = Del Peak 18(10q26.3) mutation analysis
D40V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 18(10Q26.3) MUTATED   61 57
  DEL PEAK 18(10Q26.3) WILD-TYPE 39 35
  DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE 
                           118                             74 
  DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE 
                            57                             35 
$`DEL PEAK 18(10Q26.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 
       16.57       112.54        71.80       121.22        28.08        31.59 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF 
       11.87        12.10        58.03        71.24        60.23        24.53 
TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1X3 TCGA-D9-A3Z3 
        9.30        21.47       148.31        49.74         7.79         3.22 
TCGA-D9-A3Z4 TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 
        3.88        36.03       117.17       194.83       176.55        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A3F5 TCGA-DA-A3F8 
      107.34        61.18        53.92        65.92       215.44        15.68 
TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF 
        0.43         1.35         1.28         1.18         0.30         0.13 
TCGA-EB-A3Y6 TCGA-EB-A42Z TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A185 TCGA-EE-A20B 
        0.53         0.39         8.65        33.73         4.93       109.64 
TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29M TCGA-EE-A29P 
       78.87       168.26        13.97        32.19        44.35        56.42 
TCGA-EE-A29Q TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A2 TCGA-EE-A2A5 
       37.35       345.96        17.92        46.82        24.43        39.25 
TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GI 
       58.75        47.54        43.23       314.53       135.91        22.55 
TCGA-EE-A2GJ TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR 
       89.33        75.48        90.94       101.95        13.87        14.30 
TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 
       55.59        67.13        21.67       129.24        28.80        19.76 
TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK 
       47.28       103.27       103.17        16.96       204.62       144.76 
TCGA-EE-A2MM TCGA-EE-A2MP TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AD 
      167.87       248.61        53.26         4.24       122.73         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19L 
       26.73        13.81        23.47       138.77        12.59       131.08 
TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YX 
       80.32        33.21        12.10        80.48       160.60        48.59 
TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZC 
      228.59       202.62        20.91         7.76        27.68       357.37 
TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZQ 
       15.45        32.71        47.38       101.26        24.00       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FW-A3TU TCGA-GF-A2C7 
       11.41        26.56        49.48        27.06        47.54         0.03 
TCGA-GN-A262 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A26A 
      120.46       117.93        10.09        32.48 

$`DEL PEAK 18(10Q26.3) WILD-TYPE`
TCGA-D3-A2J6 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JF TCGA-D9-A1JW TCGA-D9-A1JX 
       43.40        65.49        23.77        48.76         2.70         6.38 
TCGA-D9-A3Z1 TCGA-DA-A1HV TCGA-DA-A1I0 TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
       11.34        48.89        20.38        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-EB-A1NK TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EE-A17X 
       10.49         0.53         0.26         0.10         0.20        29.82 
TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29L 
       14.70        26.86        63.32        47.84        39.62         2.56 
TCGA-EE-A29N TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A2A1 TCGA-EE-A2GH 
       18.58        14.47        55.89        25.87        78.94       182.01 
TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GT TCGA-EE-A2MC TCGA-EE-A2MJ TCGA-EE-A2ML 
       54.71        55.00        19.56        61.51        96.23       203.01 
TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A3AC 
       47.54        43.23       103.56       136.44        41.59        25.84 
TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-FR-A3R1 
       26.37         6.41        61.05        44.05        79.99        10.09 
TCGA-FS-A1YW TCGA-FS-A1Z4 TCGA-FS-A1ZB TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZG 
      216.92        28.08        48.85        53.52        40.27         9.70 
TCGA-FS-A1ZK TCGA-FS-A1ZP TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZZ TCGA-FS-A4F0 
       23.93        74.73       148.77        53.16        27.02        77.79 
TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GN-A261 
       50.14        12.43        49.45         0.20        22.98        76.41 
TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26C 
       15.35        84.72        64.41        62.76         5.59        26.99 
TCGA-GN-A26D TCGA-IH-A3EA 
       39.58        17.23 

  DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE 
                          0.03                           0.10 
  DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE 
                        357.37                         216.92 
  DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE 
                        43.790                         39.945 
[1] "0.0 - 357.4 (43.8)" "0.1 - 216.9 (39.9)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 18(10Q26.3) MUTATED"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 18(10Q26.3) WILD-TYPE"   "DEL PEAK 18(10Q26.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 18(10Q26.3) MUTATED" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 18(10Q26.3) WILD-TYPE" "DEL PEAK 18(10Q26.3) WILD-TYPE" 
[1] "hr=" "1.3"
D40V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 18(10Q26.3) MUTATED                   16            16
  DEL PEAK 18(10Q26.3) WILD-TYPE                 11            10
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 18(10Q26.3) MUTATED                                                                                         31
  DEL PEAK 18(10Q26.3) WILD-TYPE                                                                                        6
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 18(10Q26.3) MUTATED                    63
  DEL PEAK 18(10Q26.3) WILD-TYPE                  49
D40V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 18(10Q26.3) MUTATED
  DISTANT METASTASIS                                                                                                 16
  PRIMARY TUMOR                                                                                                      16
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           31
  REGIONAL LYMPH NODE                                                                                                63
                                                                                          clus
vv                                                                                         DEL PEAK 18(10Q26.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   11
  PRIMARY TUMOR                                                                                                        10
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                              6
  REGIONAL LYMPH NODE                                                                                                  49
D40V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 18(10Q26.3) MUTATED     56   70
  DEL PEAK 18(10Q26.3) WILD-TYPE   20   56
        clus
vv       DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE
  FEMALE                           56                             20
  MALE                             70                             56
D40V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 18(10Q26.3) MUTATED      1  125
  DEL PEAK 18(10Q26.3) WILD-TYPE    2   74
     clus
vv    DEL PEAK 18(10Q26.3) MUTATED DEL PEAK 18(10Q26.3) WILD-TYPE
  NO                             1                              2
  YES                          125                             74
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 18(10Q26.3) MUTATED   108   0   1   2   2
  DEL PEAK 18(10Q26.3) WILD-TYPE  68   2   1   0   1
D40V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 18(10Q26.3) MUTATED   67  1   6  11  0   3   8   4 10  4
  DEL PEAK 18(10Q26.3) WILD-TYPE 43  1   2   6  1   2   6   2  9  1
D40V7, multiclass
D40V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 18(10Q26.3) MUTATED             4      10        8        9       13
  DEL PEAK 18(10Q26.3) WILD-TYPE           0       7        2        6        7
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 18(10Q26.3) MUTATED           4         6        14         6
  DEL PEAK 18(10Q26.3) WILD-TYPE         5         4         9         3
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 18(10Q26.3) MUTATED            4         14         14        4
  DEL PEAK 18(10Q26.3) WILD-TYPE          3          7         13        3
D40V9, multiclass

Clustering(41) Variable = Del Peak 19(11q23.3) mutation analysis
D41V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 19(11Q23.3) MUTATED   65 46
  DEL PEAK 19(11Q23.3) WILD-TYPE 35 46
  DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE 
                           111                             81 
  DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE 
                            46                             46 
$`DEL PEAK 19(11Q23.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JD 
       16.57       112.54       121.22        31.59        43.40        11.87 
TCGA-D3-A2JF TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV 
       48.76        58.03        71.24        24.53         9.30        21.47 
TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A3Z3 TCGA-D9-A3Z4 
      148.31        49.74         2.70         6.38         3.22         3.88 
TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1I1 TCGA-DA-A1I5 TCGA-DA-A1I8 TCGA-DA-A1IA 
       48.89        36.03       194.83       107.34        53.92        65.92 
TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB 
       10.49       215.44         0.43         1.35         1.28         1.18 
TCGA-EB-A3XC TCGA-EB-A3Y6 TCGA-EB-A41B TCGA-EB-A42Z TCGA-EE-A182 TCGA-EE-A20B 
        0.30         0.53         0.10         0.39        14.70       109.64 
TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29H 
       78.87       168.26        63.32        47.84        13.97        32.19 
TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S 
        2.56        44.35        18.58        37.35        14.47        55.89 
TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2GB TCGA-EE-A2GC 
      345.96        25.87        24.43        39.25        47.54        43.23 
TCGA-EE-A2GE TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GM TCGA-EE-A2GR TCGA-EE-A2GU 
      135.91        22.55        89.33        75.48        14.30        67.13 
TCGA-EE-A2M6 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MM 
      129.24        61.51        47.28        96.23       203.01       167.87 
TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AB 
       47.54       248.61       136.44        41.59        53.26       122.73 
TCGA-EE-A3AD TCGA-EE-A3AE TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19L 
        3.68        26.73        23.47        12.59        26.37       131.08 
TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A3R1 TCGA-FR-A3YN 
       61.05        44.05        80.32        33.21        10.09        80.48 
TCGA-FR-A44A TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB 
      160.60       202.62        20.91         7.76        27.68        48.85 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZQ 
       40.27        15.45        32.71        47.38       101.26       133.55 
TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FW-A3I3 
       53.16        26.56        49.48        27.06        27.02         0.20 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A262 TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 
       47.54         0.03       120.46       117.93        10.09        64.41 
TCGA-GN-A268 TCGA-GN-A26A TCGA-GN-A26D 
       62.76        32.48        39.58 

$`DEL PEAK 19(11Q23.3) WILD-TYPE`
TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JK TCGA-D3-A3CE 
       71.80        28.08        65.49        23.77        12.10        60.23 
TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I4 
        7.79        11.34       117.17        20.38       176.55        35.93 
TCGA-DA-A1I7 TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F8 TCGA-EB-A1NK 
       61.18        23.44        68.09        28.60        15.68         0.53 
TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A42Y TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 
        0.13         0.26         0.20        29.82         8.65        33.73 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A29E TCGA-EE-A29P TCGA-EE-A29X TCGA-EE-A2A0 
       26.86         4.93        39.62        56.42        17.92        46.82 
TCGA-EE-A2A1 TCGA-EE-A2A6 TCGA-EE-A2GD TCGA-EE-A2GH TCGA-EE-A2GK TCGA-EE-A2GL 
       78.94        58.75       314.53       182.01        54.71        55.00 
TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2M5 
       90.94       101.95        13.87        55.59        19.56        21.67 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI 
       28.80        19.76       103.27       103.17        16.96       204.62 
TCGA-EE-A2MK TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AF 
      144.76        43.23       103.56         4.24        25.84        13.81 
TCGA-EE-A3AH TCGA-ER-A19J TCGA-ER-A1A1 TCGA-FR-A2OS TCGA-FS-A1YW TCGA-FS-A1YX 
      138.77         6.41        79.99        12.10       216.92        48.59 
TCGA-FS-A1YY TCGA-FS-A1Z4 TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZG TCGA-FS-A1ZK 
      228.59        28.08       357.37        53.52         9.70        23.93 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A4F0 TCGA-FS-A4F2 
       24.00        74.73        11.41       148.77        77.79        50.14 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3R5 TCGA-GN-A261 TCGA-GN-A263 TCGA-GN-A265 
       12.43        49.45        22.98        76.41        15.35        84.72 
TCGA-GN-A269 TCGA-GN-A26C TCGA-IH-A3EA 
        5.59        26.99        17.23 

  DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE 
                          0.03                           0.13 
  DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE 
                        345.96                         357.37 
  DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE 
                         43.40                          33.73 
[1] "0.0 - 346.0 (43.4)" "0.1 - 357.4 (33.7)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 19(11Q23.3) WILD-TYPE" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 19(11Q23.3) WILD-TYPE"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 19(11Q23.3) MUTATED"   "DEL PEAK 19(11Q23.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 19(11Q23.3) MUTATED" "DEL PEAK 19(11Q23.3) WILD-TYPE" 
[1] "hr=" "1.3"
D41V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 19(11Q23.3) MUTATED                   21            13
  DEL PEAK 19(11Q23.3) WILD-TYPE                  6            13
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 19(11Q23.3) MUTATED                                                                                         21
  DEL PEAK 19(11Q23.3) WILD-TYPE                                                                                       16
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 19(11Q23.3) MUTATED                    60
  DEL PEAK 19(11Q23.3) WILD-TYPE                  52
D41V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 19(11Q23.3) MUTATED
  DISTANT METASTASIS                                                                                                 21
  PRIMARY TUMOR                                                                                                      13
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           21
  REGIONAL LYMPH NODE                                                                                                60
                                                                                          clus
vv                                                                                         DEL PEAK 19(11Q23.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                    6
  PRIMARY TUMOR                                                                                                        13
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             16
  REGIONAL LYMPH NODE                                                                                                  52
D41V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 19(11Q23.3) MUTATED     46   69
  DEL PEAK 19(11Q23.3) WILD-TYPE   30   57
        clus
vv       DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE
  FEMALE                           46                             30
  MALE                             69                             57
D41V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 19(11Q23.3) MUTATED      0  115
  DEL PEAK 19(11Q23.3) WILD-TYPE    3   84
     clus
vv    DEL PEAK 19(11Q23.3) MUTATED DEL PEAK 19(11Q23.3) WILD-TYPE
  NO                             0                              3
  YES                          115                             84
                                vv
clus                             M0 M1 M1A M1B M1C
  DEL PEAK 19(11Q23.3) MUTATED   99  1   1   1   2
  DEL PEAK 19(11Q23.3) WILD-TYPE 77  1   1   1   1
D41V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 19(11Q23.3) MUTATED   61  0   6  14  0   4   3   5  8  4
  DEL PEAK 19(11Q23.3) WILD-TYPE 49  2   2   3  1   1  11   1 11  1
D41V7, multiclass
D41V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 19(11Q23.3) MUTATED             2       8        8        9       10
  DEL PEAK 19(11Q23.3) WILD-TYPE           2       9        2        6       10
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 19(11Q23.3) MUTATED           1         6        14         3
  DEL PEAK 19(11Q23.3) WILD-TYPE         8         4         9         6
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 19(11Q23.3) MUTATED            5         14         14        4
  DEL PEAK 19(11Q23.3) WILD-TYPE          2          7         13        3
D41V9, multiclass

Clustering(42) Variable = Del Peak 20(12q24.33) mutation analysis
D42V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 20(12Q24.33) MUTATED   29 17
  DEL PEAK 20(12Q24.33) WILD-TYPE 71 75
  DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE 
                             46                             146 
  DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE 
                             17                              75 
$`DEL PEAK 20(12Q24.33) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A2J6 TCGA-D3-A3CC TCGA-D3-A3MV TCGA-D9-A1X3 TCGA-DA-A1I1 
       16.57        43.40        71.24        21.47         7.79       194.83 
TCGA-DA-A1IA TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3Y6 
       65.92         0.53         0.43         1.35         1.28         0.53 
TCGA-EB-A42Z TCGA-EE-A20B TCGA-EE-A20H TCGA-EE-A29Q TCGA-EE-A29S TCGA-EE-A29X 
        0.39       109.64       168.26        37.35        55.89        17.92 
TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2GP TCGA-EE-A2GU TCGA-EE-A2MG TCGA-EE-A2MK 
       24.43        39.25        13.87        67.13       103.17       144.76 
TCGA-EE-A2MP TCGA-EE-A2MS TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AD TCGA-EE-A3AE 
      248.61       136.44        53.26         4.24         3.68        26.73 
TCGA-ER-A3PL TCGA-FS-A1YX TCGA-FS-A1Z4 TCGA-FS-A1ZA TCGA-FS-A1ZH TCGA-FS-A1ZJ 
       33.21        48.59        28.08        27.68        32.71        47.38 
TCGA-FS-A1ZM TCGA-FS-A1ZT TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FW-A3R5 TCGA-FW-A3TU 
      101.26        53.16        50.14        12.43        22.98        47.54 
TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A268 
       84.72        10.09        64.41        62.76 

$`DEL PEAK 20(12Q24.33) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 
      112.54        71.80       121.22        28.08        31.59        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE 
       23.77        11.87        48.76        12.10        58.03        60.23 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX 
       24.53         9.30       148.31        49.74         2.70         6.38 
TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY 
       11.34         3.22         3.88        48.89        36.03       117.17 
TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 
       20.38       176.55        35.93       107.34        61.18        53.92 
TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-DA-A3F8 
       23.44        68.09        28.60        10.49       215.44        15.68 
TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y 
        1.18         0.30         0.13         0.26         0.10         0.20 
TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 
       29.82         8.65        33.73        14.70        26.86         4.93 
TCGA-EE-A20F TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H 
       78.87        63.32        47.84        13.97        39.62        32.19 
TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29R TCGA-EE-A29T 
        2.56        44.35        18.58        56.42        14.47       345.96 
TCGA-EE-A29V TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC 
       25.87        46.82        78.94        58.75        47.54        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
      314.53       135.91       182.01        22.55        89.33        54.71 
TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GR TCGA-EE-A2GS 
       55.00        75.48        90.94       101.95        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC 
       19.56        21.67       129.24        28.80        19.76        61.51 
TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2ML 
       47.28       103.27        16.96       204.62        96.23       203.01 
TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A3AB 
      167.87        47.54        43.23       103.56        41.59       122.73 
TCGA-EE-A3AC TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F 
       25.84        13.81        23.47       138.77        12.59        26.37 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET 
        6.41       131.08        61.05        44.05        79.99        80.32 
TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YY 
       12.10        10.09        80.48       160.60       216.92       228.59 
TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD 
      202.62        20.91         7.76        48.85       357.37        53.52 
TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZK TCGA-FS-A1ZN TCGA-FS-A1ZP 
       40.27        15.45         9.70        23.93        24.00        74.73 
TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY 
      133.55        11.41       148.77        26.56        49.48        27.06 
TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-GF-A2C7 TCGA-GN-A261 
       27.02        77.79        49.45         0.20         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C 
      120.46        15.35       117.93         5.59        32.48        26.99 
TCGA-GN-A26D TCGA-IH-A3EA 
       39.58        17.23 

  DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE 
                           0.39                            0.03 
  DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE 
                         248.61                          357.37 
  DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE 
                          38.30                           42.41 
[1] "0.4 - 248.6 (38.3)" "0.0 - 357.4 (42.4)"
                     TCGA-D3-A1Q1                      TCGA-D3-A1Q5 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q6                      TCGA-D3-A1Q7 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q8                      TCGA-D3-A1Q9 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2J6                      TCGA-D3-A2J8 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2J9                      TCGA-D3-A2JD 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2JF                      TCGA-D3-A2JK 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A3C6                      TCGA-D3-A3CC 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-D3-A3CE                      TCGA-D3-A3CF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A3MO                      TCGA-D3-A3MV 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-D9-A148                      TCGA-D9-A149 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A1JW                      TCGA-D9-A1JX 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A1X3                      TCGA-D9-A3Z1 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A3Z3                      TCGA-D9-A3Z4 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1HV                      TCGA-DA-A1HW 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1HY                      TCGA-DA-A1I0 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I1                      TCGA-DA-A1I2 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I4                      TCGA-DA-A1I5 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I7                      TCGA-DA-A1I8 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1IA                      TCGA-DA-A1IB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1IC                      TCGA-DA-A3F2 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A3F3                      TCGA-DA-A3F5 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A3F8                      TCGA-EB-A1NK 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EB-A24C                      TCGA-EB-A24D 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EB-A3HV                      TCGA-EB-A3XB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A3XC                      TCGA-EB-A3XF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A3Y6                      TCGA-EB-A41A 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A41B                      TCGA-EB-A42Y 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A42Z                      TCGA-EE-A17X 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A17Z                      TCGA-EE-A181 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A182                      TCGA-EE-A183 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A185                      TCGA-EE-A20B 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A20F                      TCGA-EE-A20H 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29A                      TCGA-EE-A29C 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29D                      TCGA-EE-A29E 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29H                      TCGA-EE-A29L 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29M                      TCGA-EE-A29N 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29P                      TCGA-EE-A29Q 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29R                      TCGA-EE-A29S 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29T                      TCGA-EE-A29V 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29X                      TCGA-EE-A2A0 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2A1                      TCGA-EE-A2A2 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A2A5                      TCGA-EE-A2A6 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GB                      TCGA-EE-A2GC 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GD                      TCGA-EE-A2GE 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GH                      TCGA-EE-A2GI 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GJ                      TCGA-EE-A2GK 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GL                      TCGA-EE-A2GM 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GN                      TCGA-EE-A2GO 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GP                      TCGA-EE-A2GR 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GS                      TCGA-EE-A2GT 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GU                      TCGA-EE-A2M5 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2M6                      TCGA-EE-A2M7 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2M8                      TCGA-EE-A2MC 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MD                      TCGA-EE-A2ME 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MG                      TCGA-EE-A2MH 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MI                      TCGA-EE-A2MJ 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MK                      TCGA-EE-A2ML 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MM                      TCGA-EE-A2MN 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MP                      TCGA-EE-A2MQ 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MR                      TCGA-EE-A2MS 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A2MT                      TCGA-EE-A2MU 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A3AA                      TCGA-EE-A3AB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A3AC                      TCGA-EE-A3AD 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A3AE                      TCGA-EE-A3AF 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A3AG                      TCGA-EE-A3AH 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19D                      TCGA-ER-A19F 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19J                      TCGA-ER-A19L 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19M                      TCGA-ER-A19N 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A1A1                      TCGA-ER-A3ET 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A3PL                      TCGA-FR-A2OS 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FR-A3R1                      TCGA-FR-A3YN 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FR-A44A                      TCGA-FS-A1YW 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1YX                      TCGA-FS-A1YY 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1Z0                      TCGA-FS-A1Z3 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1Z4                      TCGA-FS-A1Z7 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZA                      TCGA-FS-A1ZB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZC                      TCGA-FS-A1ZD 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZE                      TCGA-FS-A1ZF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZG                      TCGA-FS-A1ZH 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-FS-A1ZJ                      TCGA-FS-A1ZK 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZM                      TCGA-FS-A1ZN 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZP                      TCGA-FS-A1ZQ 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZR                      TCGA-FS-A1ZS 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZT                      TCGA-FS-A1ZU 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZW                      TCGA-FS-A1ZY 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZZ                      TCGA-FS-A4F0 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A4F2                      TCGA-FS-A4F9 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-FS-A4FC                      TCGA-FW-A3I3 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FW-A3R5                      TCGA-FW-A3TU 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GF-A2C7                      TCGA-GN-A261 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A262                      TCGA-GN-A263 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A264                      TCGA-GN-A265 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GN-A266                      TCGA-GN-A267 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GN-A268                      TCGA-GN-A269 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A26A                      TCGA-GN-A26C 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A26D                      TCGA-IH-A3EA 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q1                      TCGA-D3-A1Q5 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q6                      TCGA-D3-A1Q7 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q8                      TCGA-D3-A1Q9 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2J6                      TCGA-D3-A2J8 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2J9                      TCGA-D3-A2JD 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2JF                      TCGA-D3-A2JK 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A3C6                      TCGA-D3-A3CC 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-D3-A3CE                      TCGA-D3-A3CF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A3MO                      TCGA-D3-A3MV 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-D9-A148                      TCGA-D9-A149 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A1JW                      TCGA-D9-A1JX 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A1X3                      TCGA-D9-A3Z1 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A3Z3                      TCGA-D9-A3Z4 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1HV                      TCGA-DA-A1HW 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1HY                      TCGA-DA-A1I0 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I1                      TCGA-DA-A1I2 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I4                      TCGA-DA-A1I5 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I7                      TCGA-DA-A1I8 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1IA                      TCGA-DA-A1IB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1IC                      TCGA-DA-A3F2 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A3F3                      TCGA-DA-A3F5 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A3F8                      TCGA-EB-A1NK 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EB-A24C                      TCGA-EB-A24D 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EB-A3HV                      TCGA-EB-A3XB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A3XC                      TCGA-EB-A3XF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A3Y6                      TCGA-EB-A41A 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A41B                      TCGA-EB-A42Y 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A42Z                      TCGA-EE-A17X 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A17Z                      TCGA-EE-A181 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A182                      TCGA-EE-A183 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A185                      TCGA-EE-A20B 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A20F                      TCGA-EE-A20H 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29A                      TCGA-EE-A29C 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29D                      TCGA-EE-A29E 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29H                      TCGA-EE-A29L 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29M                      TCGA-EE-A29N 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29P                      TCGA-EE-A29Q 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29R                      TCGA-EE-A29S 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29T                      TCGA-EE-A29V 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29X                      TCGA-EE-A2A0 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2A1                      TCGA-EE-A2A2 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A2A5                      TCGA-EE-A2A6 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GB                      TCGA-EE-A2GC 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GD                      TCGA-EE-A2GE 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GH                      TCGA-EE-A2GI 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GJ                      TCGA-EE-A2GK 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GL                      TCGA-EE-A2GM 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GN                      TCGA-EE-A2GO 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GP                      TCGA-EE-A2GR 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GS                      TCGA-EE-A2GT 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GU                      TCGA-EE-A2M5 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2M6                      TCGA-EE-A2M7 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2M8                      TCGA-EE-A2MC 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MD                      TCGA-EE-A2ME 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MG                      TCGA-EE-A2MH 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MI                      TCGA-EE-A2MJ 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MK                      TCGA-EE-A2ML 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MM                      TCGA-EE-A2MN 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MP                      TCGA-EE-A2MQ 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MR                      TCGA-EE-A2MS 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A2MT                      TCGA-EE-A2MU 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A3AA                      TCGA-EE-A3AB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A3AC                      TCGA-EE-A3AD 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A3AE                      TCGA-EE-A3AF 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A3AG                      TCGA-EE-A3AH 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19D                      TCGA-ER-A19F 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19J                      TCGA-ER-A19L 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19M                      TCGA-ER-A19N 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A1A1                      TCGA-ER-A3ET 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A3PL                      TCGA-FR-A2OS 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FR-A3R1                      TCGA-FR-A3YN 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FR-A44A                      TCGA-FS-A1YW 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1YX                      TCGA-FS-A1YY 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1Z0                      TCGA-FS-A1Z3 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1Z4                      TCGA-FS-A1Z7 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZA                      TCGA-FS-A1ZB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZC                      TCGA-FS-A1ZD 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZE                      TCGA-FS-A1ZF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZG                      TCGA-FS-A1ZH 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-FS-A1ZJ                      TCGA-FS-A1ZK 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZM                      TCGA-FS-A1ZN 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZP                      TCGA-FS-A1ZQ 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZR                      TCGA-FS-A1ZS 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZT                      TCGA-FS-A1ZU 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZW                      TCGA-FS-A1ZY 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZZ                      TCGA-FS-A4F0 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A4F2                      TCGA-FS-A4F9 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-FS-A4FC                      TCGA-FW-A3I3 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FW-A3R5                      TCGA-FW-A3TU 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GF-A2C7                      TCGA-GN-A261 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A262                      TCGA-GN-A263 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A264                      TCGA-GN-A265 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GN-A266                      TCGA-GN-A267 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GN-A268                      TCGA-GN-A269 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A26A                      TCGA-GN-A26C 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A26D                      TCGA-IH-A3EA 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q1                      TCGA-D3-A1Q5 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q6                      TCGA-D3-A1Q7 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A1Q8                      TCGA-D3-A1Q9 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2J6                      TCGA-D3-A2J8 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2J9                      TCGA-D3-A2JD 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A2JF                      TCGA-D3-A2JK 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A3C6                      TCGA-D3-A3CC 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-D3-A3CE                      TCGA-D3-A3CF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D3-A3MO                      TCGA-D3-A3MV 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-D9-A148                      TCGA-D9-A149 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A1JW                      TCGA-D9-A1JX 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A1X3                      TCGA-D9-A3Z1 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-D9-A3Z3                      TCGA-D9-A3Z4 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1HV                      TCGA-DA-A1HW 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1HY                      TCGA-DA-A1I0 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I1                      TCGA-DA-A1I2 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I4                      TCGA-DA-A1I5 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1I7                      TCGA-DA-A1I8 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1IA                      TCGA-DA-A1IB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A1IC                      TCGA-DA-A3F2 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A3F3                      TCGA-DA-A3F5 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-DA-A3F8                      TCGA-EB-A1NK 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EB-A24C                      TCGA-EB-A24D 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EB-A3HV                      TCGA-EB-A3XB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A3XC                      TCGA-EB-A3XF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A3Y6                      TCGA-EB-A41A 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A41B                      TCGA-EB-A42Y 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EB-A42Z                      TCGA-EE-A17X 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A17Z                      TCGA-EE-A181 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A182                      TCGA-EE-A183 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A185                      TCGA-EE-A20B 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A20F                      TCGA-EE-A20H 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29A                      TCGA-EE-A29C 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29D                      TCGA-EE-A29E 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29H                      TCGA-EE-A29L 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29M                      TCGA-EE-A29N 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29P                      TCGA-EE-A29Q 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29R                      TCGA-EE-A29S 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A29T                      TCGA-EE-A29V 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A29X                      TCGA-EE-A2A0 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2A1                      TCGA-EE-A2A2 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A2A5                      TCGA-EE-A2A6 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GB                      TCGA-EE-A2GC 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GD                      TCGA-EE-A2GE 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GH                      TCGA-EE-A2GI 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GJ                      TCGA-EE-A2GK 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GL                      TCGA-EE-A2GM 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GN                      TCGA-EE-A2GO 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GP                      TCGA-EE-A2GR 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GS                      TCGA-EE-A2GT 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2GU                      TCGA-EE-A2M5 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2M6                      TCGA-EE-A2M7 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2M8                      TCGA-EE-A2MC 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MD                      TCGA-EE-A2ME 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MG                      TCGA-EE-A2MH 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MI                      TCGA-EE-A2MJ 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MK                      TCGA-EE-A2ML 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MM                      TCGA-EE-A2MN 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MP                      TCGA-EE-A2MQ 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A2MR                      TCGA-EE-A2MS 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A2MT                      TCGA-EE-A2MU 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A3AA                      TCGA-EE-A3AB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A3AC                      TCGA-EE-A3AD 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-EE-A3AE                      TCGA-EE-A3AF 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-EE-A3AG                      TCGA-EE-A3AH 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19D                      TCGA-ER-A19F 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19J                      TCGA-ER-A19L 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A19M                      TCGA-ER-A19N 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A1A1                      TCGA-ER-A3ET 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-ER-A3PL                      TCGA-FR-A2OS 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FR-A3R1                      TCGA-FR-A3YN 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FR-A44A                      TCGA-FS-A1YW 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1YX                      TCGA-FS-A1YY 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1Z0                      TCGA-FS-A1Z3 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1Z4                      TCGA-FS-A1Z7 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZA                      TCGA-FS-A1ZB 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZC                      TCGA-FS-A1ZD 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZE                      TCGA-FS-A1ZF 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZG                      TCGA-FS-A1ZH 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-FS-A1ZJ                      TCGA-FS-A1ZK 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZM                      TCGA-FS-A1ZN 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZP                      TCGA-FS-A1ZQ 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZR                      TCGA-FS-A1ZS 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZT                      TCGA-FS-A1ZU 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZW                      TCGA-FS-A1ZY 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A1ZZ                      TCGA-FS-A4F0 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FS-A4F2                      TCGA-FS-A4F9 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-FS-A4FC                      TCGA-FW-A3I3 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-FW-A3R5                      TCGA-FW-A3TU 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GF-A2C7                      TCGA-GN-A261 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A262                      TCGA-GN-A263 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A264                      TCGA-GN-A265 
"DEL PEAK 20(12Q24.33) WILD-TYPE"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GN-A266                      TCGA-GN-A267 
  "DEL PEAK 20(12Q24.33) MUTATED"   "DEL PEAK 20(12Q24.33) MUTATED" 
                     TCGA-GN-A268                      TCGA-GN-A269 
  "DEL PEAK 20(12Q24.33) MUTATED" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A26A                      TCGA-GN-A26C 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
                     TCGA-GN-A26D                      TCGA-IH-A3EA 
"DEL PEAK 20(12Q24.33) WILD-TYPE" "DEL PEAK 20(12Q24.33) WILD-TYPE" 
[1] "hr=" "1.2"
D42V2, continuous
                                 vv
clus                              DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 20(12Q24.33) MUTATED                    7             6
  DEL PEAK 20(12Q24.33) WILD-TYPE                 20            20
                                 vv
clus                              REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 20(12Q24.33) MUTATED                                                                                         13
  DEL PEAK 20(12Q24.33) WILD-TYPE                                                                                       24
                                 vv
clus                              REGIONAL LYMPH NODE
  DEL PEAK 20(12Q24.33) MUTATED                    21
  DEL PEAK 20(12Q24.33) WILD-TYPE                  91
D42V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 20(12Q24.33) MUTATED
  DISTANT METASTASIS                                                                                                   7
  PRIMARY TUMOR                                                                                                        6
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            13
  REGIONAL LYMPH NODE                                                                                                 21
                                                                                          clus
vv                                                                                         DEL PEAK 20(12Q24.33) WILD-TYPE
  DISTANT METASTASIS                                                                                                    20
  PRIMARY TUMOR                                                                                                         20
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                              24
  REGIONAL LYMPH NODE                                                                                                   91
D42V4, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 20(12Q24.33) MUTATED     20   27
  DEL PEAK 20(12Q24.33) WILD-TYPE   56   99
        clus
vv       DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE
  FEMALE                            20                              56
  MALE                              27                              99
D42V5, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 20(12Q24.33) MUTATED      1   46
  DEL PEAK 20(12Q24.33) WILD-TYPE    2  153
     clus
vv    DEL PEAK 20(12Q24.33) MUTATED DEL PEAK 20(12Q24.33) WILD-TYPE
  NO                              1                               2
  YES                            46                             153
                                 vv
clus                               M0  M1 M1A M1B M1C
  DEL PEAK 20(12Q24.33) MUTATED    39   0   1   0   1
  DEL PEAK 20(12Q24.33) WILD-TYPE 137   2   1   2   2
D42V6, multiclass
                                 vv
clus                              N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 20(12Q24.33) MUTATED   24  0   2   4  1   2   2   3  3  1
  DEL PEAK 20(12Q24.33) WILD-TYPE 86  2   6  13  0   3  12   3 16  4
D42V7, multiclass
D42V8, continuous
                                 vv
clus                              I OR II NOS STAGE I STAGE IA STAGE IB
  DEL PEAK 20(12Q24.33) MUTATED             0       6        3        2
  DEL PEAK 20(12Q24.33) WILD-TYPE           4      11        7       13
                                 vv
clus                              STAGE II STAGE IIA STAGE IIB STAGE IIC
  DEL PEAK 20(12Q24.33) MUTATED          3         1         3         6
  DEL PEAK 20(12Q24.33) WILD-TYPE       17         8         7        17
                                 vv
clus                              STAGE III STAGE IIIA STAGE IIIB STAGE IIIC
  DEL PEAK 20(12Q24.33) MUTATED           3          1          7          4
  DEL PEAK 20(12Q24.33) WILD-TYPE         6          6         14         23
                                 vv
clus                              STAGE IV
  DEL PEAK 20(12Q24.33) MUTATED          2
  DEL PEAK 20(12Q24.33) WILD-TYPE        5
D42V9, multiclass

Clustering(43) Variable = Del Peak 21(13q34) mutation analysis
D43V1, survival
                              sevent
clus2                           0  1
  DEL PEAK 21(13Q34) MUTATED   25 20
  DEL PEAK 21(13Q34) WILD-TYPE 75 72
  DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE 
                          45                          147 
  DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE 
                          20                           72 
$`DEL PEAK 21(13Q34) MUTATED`
TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A3Z3 
       28.08        31.59        65.49       148.31        49.74         3.22 
TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I8 
       48.89        36.03       176.55        35.93       107.34        53.92 
TCGA-DA-A1IC TCGA-DA-A3F5 TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EE-A181 TCGA-EE-A29D 
       68.09       215.44         1.18         0.30        33.73        13.97 
TCGA-EE-A29E TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29T TCGA-EE-A2A6 TCGA-EE-A2GE 
       39.62        18.58        37.35       345.96        58.75       135.91 
TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GM TCGA-EE-A2M5 TCGA-EE-A2MG TCGA-EE-A2MH 
       22.55        89.33        75.48        21.67       103.17        16.96 
TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MU TCGA-EE-A3AB TCGA-EE-A3AE TCGA-EE-A3AH 
      103.56       136.44        53.26       122.73        26.73       138.77 
TCGA-FR-A3YN TCGA-FS-A1ZA TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A4F9 
       80.48        27.68        32.71        47.38       101.26        12.43 
TCGA-GN-A266 TCGA-GN-A26C TCGA-GN-A26D 
       10.09        26.99        39.58 

$`DEL PEAK 21(13Q34) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A2J6 TCGA-D3-A2J9 
       16.57       112.54        71.80       121.22        43.40        23.77 
TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE 
       11.87        48.76        12.10        58.03        71.24        60.23 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 
       24.53         9.30        21.47         2.70         6.38         7.79 
TCGA-D9-A3Z1 TCGA-D9-A3Z4 TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I7 
       11.34         3.88       117.17        20.38       194.83        61.18 
TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A1NK 
       65.92        23.44        28.60        10.49        15.68         0.53 
TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XF TCGA-EB-A3Y6 TCGA-EB-A41A 
        0.43         1.35         1.28         0.13         0.53         0.26 
TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A182 
        0.10         0.20         0.39        29.82         8.65        14.70 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A 
       26.86         4.93       109.64        78.87       168.26        63.32 
TCGA-EE-A29C TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29P TCGA-EE-A29R 
       47.84        32.19         2.56        44.35        56.42        14.47 
TCGA-EE-A29S TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 
       55.89        25.87        17.92        46.82        78.94        24.43 
TCGA-EE-A2A5 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GH TCGA-EE-A2GK 
       39.25        47.54        43.23       314.53       182.01        54.71 
TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS 
       55.00        90.94       101.95        13.87        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC 
       19.56        67.13       129.24        28.80        19.76        61.51 
TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML 
       47.28       103.27       204.62        96.23       144.76       203.01 
TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MT TCGA-EE-A3AA 
      167.87        47.54       248.61        43.23        41.59         4.24 
TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19F 
       25.84         3.68        13.81        23.47        12.59        26.37 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET 
        6.41       131.08        61.05        44.05        79.99        80.32 
TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX 
       33.21        12.10        10.09       160.60       216.92        48.59 
TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZB 
      228.59       202.62        20.91        28.08         7.76        48.85 
TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZK 
      357.37        53.52        40.27        15.45         9.70        23.93 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT 
       24.00        74.73       133.55        11.41       148.77        53.16 
TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 
       26.56        49.48        27.06        27.02        77.79        50.14 
TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 
       49.45         0.20        22.98        47.54         0.03        76.41 
TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A268 
      120.46        15.35       117.93        84.72        64.41        62.76 
TCGA-GN-A269 TCGA-GN-A26A TCGA-IH-A3EA 
        5.59        32.48        17.23 

  DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE 
                        0.30                         0.03 
  DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE 
                      345.96                       357.37 
  DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE 
                       47.38                        40.27 
[1] "0.3 - 346.0 (47.4)" "0.0 - 357.4 (40.3)"
                  TCGA-D3-A1Q1                   TCGA-D3-A1Q5 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q6                   TCGA-D3-A1Q7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q8                   TCGA-D3-A1Q9 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D3-A2J6                   TCGA-D3-A2J8 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D3-A2J9                   TCGA-D3-A2JD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A2JF                   TCGA-D3-A2JK 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3C6                   TCGA-D3-A3CC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3CE                   TCGA-D3-A3CF 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3MO                   TCGA-D3-A3MV 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A148                   TCGA-D9-A149 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D9-A1JW                   TCGA-D9-A1JX 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A1X3                   TCGA-D9-A3Z1 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A3Z3                   TCGA-D9-A3Z4 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1HV                   TCGA-DA-A1HW 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1HY                   TCGA-DA-A1I0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1I1                   TCGA-DA-A1I2 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1I4                   TCGA-DA-A1I5 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1I7                   TCGA-DA-A1I8 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1IA                   TCGA-DA-A1IB 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1IC                   TCGA-DA-A3F2 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A3F3                   TCGA-DA-A3F5 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A3F8                   TCGA-EB-A1NK 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A24C                   TCGA-EB-A24D 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A3HV                   TCGA-EB-A3XB 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EB-A3XC                   TCGA-EB-A3XF 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A3Y6                   TCGA-EB-A41A 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A41B                   TCGA-EB-A42Y 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A42Z                   TCGA-EE-A17X 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A17Z                   TCGA-EE-A181 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A182                   TCGA-EE-A183 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A185                   TCGA-EE-A20B 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A20F                   TCGA-EE-A20H 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29A                   TCGA-EE-A29C 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29D                   TCGA-EE-A29E 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29H                   TCGA-EE-A29L 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29M                   TCGA-EE-A29N 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29P                   TCGA-EE-A29Q 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29R                   TCGA-EE-A29S 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29T                   TCGA-EE-A29V 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29X                   TCGA-EE-A2A0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2A1                   TCGA-EE-A2A2 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2A5                   TCGA-EE-A2A6 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GB                   TCGA-EE-A2GC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GD                   TCGA-EE-A2GE 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GH                   TCGA-EE-A2GI 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GJ                   TCGA-EE-A2GK 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GL                   TCGA-EE-A2GM 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GN                   TCGA-EE-A2GO 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GP                   TCGA-EE-A2GR 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GS                   TCGA-EE-A2GT 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GU                   TCGA-EE-A2M5 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2M6                   TCGA-EE-A2M7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2M8                   TCGA-EE-A2MC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MD                   TCGA-EE-A2ME 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MG                   TCGA-EE-A2MH 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2MI                   TCGA-EE-A2MJ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MK                   TCGA-EE-A2ML 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MM                   TCGA-EE-A2MN 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MP                   TCGA-EE-A2MQ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MR                   TCGA-EE-A2MS 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2MT                   TCGA-EE-A2MU 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A3AA                   TCGA-EE-A3AB 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A3AC                   TCGA-EE-A3AD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A3AE                   TCGA-EE-A3AF 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A3AG                   TCGA-EE-A3AH 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-ER-A19D                   TCGA-ER-A19F 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A19J                   TCGA-ER-A19L 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A19M                   TCGA-ER-A19N 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A1A1                   TCGA-ER-A3ET 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A3PL                   TCGA-FR-A2OS 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FR-A3R1                   TCGA-FR-A3YN 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FR-A44A                   TCGA-FS-A1YW 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1YX                   TCGA-FS-A1YY 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1Z0                   TCGA-FS-A1Z3 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1Z4                   TCGA-FS-A1Z7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZA                   TCGA-FS-A1ZB 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZC                   TCGA-FS-A1ZD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZE                   TCGA-FS-A1ZF 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZG                   TCGA-FS-A1ZH 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FS-A1ZJ                   TCGA-FS-A1ZK 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZM                   TCGA-FS-A1ZN 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZP                   TCGA-FS-A1ZQ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZR                   TCGA-FS-A1ZS 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZT                   TCGA-FS-A1ZU 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZW                   TCGA-FS-A1ZY 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZZ                   TCGA-FS-A4F0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A4F2                   TCGA-FS-A4F9 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FS-A4FC                   TCGA-FW-A3I3 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FW-A3R5                   TCGA-FW-A3TU 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GF-A2C7                   TCGA-GN-A261 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A262                   TCGA-GN-A263 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A264                   TCGA-GN-A265 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A266                   TCGA-GN-A267 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A268                   TCGA-GN-A269 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A26A                   TCGA-GN-A26C 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-GN-A26D                   TCGA-IH-A3EA 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q1                   TCGA-D3-A1Q5 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q6                   TCGA-D3-A1Q7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q8                   TCGA-D3-A1Q9 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D3-A2J6                   TCGA-D3-A2J8 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D3-A2J9                   TCGA-D3-A2JD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A2JF                   TCGA-D3-A2JK 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3C6                   TCGA-D3-A3CC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3CE                   TCGA-D3-A3CF 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3MO                   TCGA-D3-A3MV 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A148                   TCGA-D9-A149 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D9-A1JW                   TCGA-D9-A1JX 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A1X3                   TCGA-D9-A3Z1 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A3Z3                   TCGA-D9-A3Z4 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1HV                   TCGA-DA-A1HW 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1HY                   TCGA-DA-A1I0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1I1                   TCGA-DA-A1I2 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1I4                   TCGA-DA-A1I5 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1I7                   TCGA-DA-A1I8 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1IA                   TCGA-DA-A1IB 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1IC                   TCGA-DA-A3F2 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A3F3                   TCGA-DA-A3F5 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A3F8                   TCGA-EB-A1NK 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A24C                   TCGA-EB-A24D 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A3HV                   TCGA-EB-A3XB 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EB-A3XC                   TCGA-EB-A3XF 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A3Y6                   TCGA-EB-A41A 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A41B                   TCGA-EB-A42Y 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A42Z                   TCGA-EE-A17X 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A17Z                   TCGA-EE-A181 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A182                   TCGA-EE-A183 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A185                   TCGA-EE-A20B 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A20F                   TCGA-EE-A20H 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29A                   TCGA-EE-A29C 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29D                   TCGA-EE-A29E 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29H                   TCGA-EE-A29L 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29M                   TCGA-EE-A29N 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29P                   TCGA-EE-A29Q 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29R                   TCGA-EE-A29S 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29T                   TCGA-EE-A29V 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29X                   TCGA-EE-A2A0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2A1                   TCGA-EE-A2A2 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2A5                   TCGA-EE-A2A6 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GB                   TCGA-EE-A2GC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GD                   TCGA-EE-A2GE 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GH                   TCGA-EE-A2GI 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GJ                   TCGA-EE-A2GK 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GL                   TCGA-EE-A2GM 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GN                   TCGA-EE-A2GO 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GP                   TCGA-EE-A2GR 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GS                   TCGA-EE-A2GT 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GU                   TCGA-EE-A2M5 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2M6                   TCGA-EE-A2M7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2M8                   TCGA-EE-A2MC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MD                   TCGA-EE-A2ME 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MG                   TCGA-EE-A2MH 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2MI                   TCGA-EE-A2MJ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MK                   TCGA-EE-A2ML 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MM                   TCGA-EE-A2MN 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MP                   TCGA-EE-A2MQ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MR                   TCGA-EE-A2MS 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2MT                   TCGA-EE-A2MU 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A3AA                   TCGA-EE-A3AB 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A3AC                   TCGA-EE-A3AD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A3AE                   TCGA-EE-A3AF 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A3AG                   TCGA-EE-A3AH 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-ER-A19D                   TCGA-ER-A19F 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A19J                   TCGA-ER-A19L 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A19M                   TCGA-ER-A19N 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A1A1                   TCGA-ER-A3ET 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A3PL                   TCGA-FR-A2OS 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FR-A3R1                   TCGA-FR-A3YN 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FR-A44A                   TCGA-FS-A1YW 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1YX                   TCGA-FS-A1YY 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1Z0                   TCGA-FS-A1Z3 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1Z4                   TCGA-FS-A1Z7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZA                   TCGA-FS-A1ZB 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZC                   TCGA-FS-A1ZD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZE                   TCGA-FS-A1ZF 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZG                   TCGA-FS-A1ZH 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FS-A1ZJ                   TCGA-FS-A1ZK 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZM                   TCGA-FS-A1ZN 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZP                   TCGA-FS-A1ZQ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZR                   TCGA-FS-A1ZS 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZT                   TCGA-FS-A1ZU 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZW                   TCGA-FS-A1ZY 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZZ                   TCGA-FS-A4F0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A4F2                   TCGA-FS-A4F9 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FS-A4FC                   TCGA-FW-A3I3 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FW-A3R5                   TCGA-FW-A3TU 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GF-A2C7                   TCGA-GN-A261 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A262                   TCGA-GN-A263 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A264                   TCGA-GN-A265 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A266                   TCGA-GN-A267 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A268                   TCGA-GN-A269 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A26A                   TCGA-GN-A26C 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-GN-A26D                   TCGA-IH-A3EA 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q1                   TCGA-D3-A1Q5 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q6                   TCGA-D3-A1Q7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A1Q8                   TCGA-D3-A1Q9 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D3-A2J6                   TCGA-D3-A2J8 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D3-A2J9                   TCGA-D3-A2JD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A2JF                   TCGA-D3-A2JK 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3C6                   TCGA-D3-A3CC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3CE                   TCGA-D3-A3CF 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D3-A3MO                   TCGA-D3-A3MV 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A148                   TCGA-D9-A149 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-D9-A1JW                   TCGA-D9-A1JX 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A1X3                   TCGA-D9-A3Z1 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-D9-A3Z3                   TCGA-D9-A3Z4 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1HV                   TCGA-DA-A1HW 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1HY                   TCGA-DA-A1I0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1I1                   TCGA-DA-A1I2 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1I4                   TCGA-DA-A1I5 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1I7                   TCGA-DA-A1I8 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A1IA                   TCGA-DA-A1IB 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A1IC                   TCGA-DA-A3F2 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-DA-A3F3                   TCGA-DA-A3F5 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-DA-A3F8                   TCGA-EB-A1NK 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A24C                   TCGA-EB-A24D 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A3HV                   TCGA-EB-A3XB 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EB-A3XC                   TCGA-EB-A3XF 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A3Y6                   TCGA-EB-A41A 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A41B                   TCGA-EB-A42Y 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EB-A42Z                   TCGA-EE-A17X 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A17Z                   TCGA-EE-A181 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A182                   TCGA-EE-A183 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A185                   TCGA-EE-A20B 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A20F                   TCGA-EE-A20H 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29A                   TCGA-EE-A29C 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29D                   TCGA-EE-A29E 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29H                   TCGA-EE-A29L 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29M                   TCGA-EE-A29N 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29P                   TCGA-EE-A29Q 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A29R                   TCGA-EE-A29S 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29T                   TCGA-EE-A29V 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A29X                   TCGA-EE-A2A0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2A1                   TCGA-EE-A2A2 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2A5                   TCGA-EE-A2A6 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GB                   TCGA-EE-A2GC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GD                   TCGA-EE-A2GE 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GH                   TCGA-EE-A2GI 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GJ                   TCGA-EE-A2GK 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GL                   TCGA-EE-A2GM 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2GN                   TCGA-EE-A2GO 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GP                   TCGA-EE-A2GR 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GS                   TCGA-EE-A2GT 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2GU                   TCGA-EE-A2M5 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2M6                   TCGA-EE-A2M7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2M8                   TCGA-EE-A2MC 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MD                   TCGA-EE-A2ME 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MG                   TCGA-EE-A2MH 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2MI                   TCGA-EE-A2MJ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MK                   TCGA-EE-A2ML 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MM                   TCGA-EE-A2MN 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MP                   TCGA-EE-A2MQ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A2MR                   TCGA-EE-A2MS 
  "DEL PEAK 21(13Q34) MUTATED"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A2MT                   TCGA-EE-A2MU 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A3AA                   TCGA-EE-A3AB 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-EE-A3AC                   TCGA-EE-A3AD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A3AE                   TCGA-EE-A3AF 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-EE-A3AG                   TCGA-EE-A3AH 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-ER-A19D                   TCGA-ER-A19F 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A19J                   TCGA-ER-A19L 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A19M                   TCGA-ER-A19N 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A1A1                   TCGA-ER-A3ET 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-ER-A3PL                   TCGA-FR-A2OS 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FR-A3R1                   TCGA-FR-A3YN 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FR-A44A                   TCGA-FS-A1YW 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1YX                   TCGA-FS-A1YY 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1Z0                   TCGA-FS-A1Z3 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1Z4                   TCGA-FS-A1Z7 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZA                   TCGA-FS-A1ZB 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZC                   TCGA-FS-A1ZD 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZE                   TCGA-FS-A1ZF 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZG                   TCGA-FS-A1ZH 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FS-A1ZJ                   TCGA-FS-A1ZK 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZM                   TCGA-FS-A1ZN 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZP                   TCGA-FS-A1ZQ 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZR                   TCGA-FS-A1ZS 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZT                   TCGA-FS-A1ZU 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZW                   TCGA-FS-A1ZY 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A1ZZ                   TCGA-FS-A4F0 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FS-A4F2                   TCGA-FS-A4F9 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-FS-A4FC                   TCGA-FW-A3I3 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-FW-A3R5                   TCGA-FW-A3TU 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GF-A2C7                   TCGA-GN-A261 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A262                   TCGA-GN-A263 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A264                   TCGA-GN-A265 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A266                   TCGA-GN-A267 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A268                   TCGA-GN-A269 
"DEL PEAK 21(13Q34) WILD-TYPE" "DEL PEAK 21(13Q34) WILD-TYPE" 
                  TCGA-GN-A26A                   TCGA-GN-A26C 
"DEL PEAK 21(13Q34) WILD-TYPE"   "DEL PEAK 21(13Q34) MUTATED" 
                  TCGA-GN-A26D                   TCGA-IH-A3EA 
  "DEL PEAK 21(13Q34) MUTATED" "DEL PEAK 21(13Q34) WILD-TYPE" 
[1] "hr=" "1.3"
D43V2, continuous
                              vv
clus                           DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 21(13Q34) MUTATED                    2             5
  DEL PEAK 21(13Q34) WILD-TYPE                 25            21
                              vv
clus                           REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 21(13Q34) MUTATED                                                                                          9
  DEL PEAK 21(13Q34) WILD-TYPE                                                                                       28
                              vv
clus                           REGIONAL LYMPH NODE
  DEL PEAK 21(13Q34) MUTATED                    31
  DEL PEAK 21(13Q34) WILD-TYPE                  81
D43V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 21(13Q34) MUTATED
  DISTANT METASTASIS                                                                                                2
  PRIMARY TUMOR                                                                                                     5
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                          9
  REGIONAL LYMPH NODE                                                                                              31
                                                                                          clus
vv                                                                                         DEL PEAK 21(13Q34) WILD-TYPE
  DISTANT METASTASIS                                                                                                 25
  PRIMARY TUMOR                                                                                                      21
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           28
  REGIONAL LYMPH NODE                                                                                                81
D43V4, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 21(13Q34) MUTATED     15   32
  DEL PEAK 21(13Q34) WILD-TYPE   61   94
        clus
vv       DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE
  FEMALE                         15                           61
  MALE                           32                           94
D43V5, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 21(13Q34) MUTATED      1   46
  DEL PEAK 21(13Q34) WILD-TYPE    2  153
     clus
vv    DEL PEAK 21(13Q34) MUTATED DEL PEAK 21(13Q34) WILD-TYPE
  NO                           1                            2
  YES                         46                          153
                              vv
clus                            M0  M1 M1A M1B M1C
  DEL PEAK 21(13Q34) MUTATED    40   0   0   2   2
  DEL PEAK 21(13Q34) WILD-TYPE 136   2   2   0   1
D43V6, multiclass
                              vv
clus                           N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 21(13Q34) MUTATED   23  0   0   5  0   1   4   5  5  2
  DEL PEAK 21(13Q34) WILD-TYPE 87  2   8  12  1   4  10   1 14  3
D43V7, multiclass
D43V8, continuous
                              vv
clus                           I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 21(13Q34) MUTATED             0       5        5        2        5
  DEL PEAK 21(13Q34) WILD-TYPE           4      12        5       13       15
                              vv
clus                           STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 21(13Q34) MUTATED           0         1         4         1
  DEL PEAK 21(13Q34) WILD-TYPE         9         9        19         8
                              vv
clus                           STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 21(13Q34) MUTATED            0          9          6        3
  DEL PEAK 21(13Q34) WILD-TYPE          7         12         21        4
D43V9, multiclass

Clustering(44) Variable = Del Peak 22(14q32.2) mutation analysis
D44V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 22(14Q32.2) MUTATED   33 30
  DEL PEAK 22(14Q32.2) WILD-TYPE 67 62
  DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE 
                            63                            129 
  DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE 
                            30                             62 
$`DEL PEAK 22(14Q32.2) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D3-A3CE 
       16.57       112.54        43.40        48.76        71.24        60.23 
TCGA-D3-A3MV TCGA-D9-A149 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I1 
       21.47        49.74         3.88        48.89       117.17       194.83 
TCGA-DA-A1I5 TCGA-DA-A1I8 TCGA-DA-A3F5 TCGA-EB-A24D TCGA-EB-A3XB TCGA-EB-A3Y6 
      107.34        53.92       215.44         1.35         1.18         0.53 
TCGA-EB-A41A TCGA-EB-A41B TCGA-EE-A181 TCGA-EE-A29C TCGA-EE-A29V TCGA-EE-A2A2 
        0.26         0.10        33.73        47.84        25.87        24.43 
TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GE TCGA-EE-A2GJ TCGA-EE-A2GP 
       39.25        58.75        47.54       135.91        89.33        13.87 
TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD 
       67.13       129.24        28.80        19.76        61.51        47.28 
TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MK TCGA-EE-A2MN TCGA-EE-A2MS TCGA-EE-A3AA 
      103.17        16.96       144.76        47.54       136.44         4.24 
TCGA-EE-A3AH TCGA-ER-A3PL TCGA-FR-A44A TCGA-FS-A1YX TCGA-FS-A1Z4 TCGA-FS-A1Z7 
      138.77        33.21       160.60        48.59        28.08         7.76 
TCGA-FS-A1ZA TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZH TCGA-FS-A1ZM TCGA-FS-A1ZQ 
       27.68       357.37        40.27        32.71       101.26       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZT TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FW-A3TU TCGA-GN-A264 
       11.41        53.16        50.14        12.43        47.54       117.93 
TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A26A 
       64.41        62.76        32.48 

$`DEL PEAK 22(14Q32.2) WILD-TYPE`
TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 
       71.80       121.22        28.08        31.59        65.49        23.77 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D9-A148 
       11.87        12.10        58.03        24.53         9.30       148.31 
TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-DA-A1HW 
        2.70         6.38         7.79        11.34         3.22        36.03 
TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I7 TCGA-DA-A1IA TCGA-DA-A1IB 
       20.38       176.55        35.93        61.18        65.92        23.44 
TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C 
       68.09        28.60        10.49        15.68         0.53         0.43 
TCGA-EB-A3HV TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X 
        1.28         0.30         0.13         0.20         0.39        29.82 
TCGA-EE-A17Z TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F 
        8.65        14.70        26.86         4.93       109.64        78.87 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29L 
      168.26        63.32        13.97        39.62        32.19         2.56 
TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S 
       44.35        18.58        56.42        37.35        14.47        55.89 
TCGA-EE-A29T TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2GC TCGA-EE-A2GD 
      345.96        17.92        46.82        78.94        43.23       314.53 
TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN 
      182.01        22.55        54.71        55.00        75.48        90.94 
TCGA-EE-A2GO TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2M5 TCGA-EE-A2ME 
      101.95        14.30        55.59        19.56        21.67       103.27 
TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MP TCGA-EE-A2MQ 
      204.62        96.23       203.01       167.87       248.61        43.23 
TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD 
      103.56        41.59        53.26       122.73        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J 
       26.73        13.81        23.47        12.59        26.37         6.41 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS 
      131.08        61.05        44.05        79.99        80.32        12.10 
TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 
       10.09        80.48       216.92       228.59       202.62        20.91 
TCGA-FS-A1ZB TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZJ TCGA-FS-A1ZK 
       48.85        53.52        15.45         9.70        47.38        23.93 
TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZS TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY 
       24.00        74.73       148.77        26.56        49.48        27.06 
TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GF-A2C7 
       27.02        77.79        49.45         0.20        22.98         0.03 
TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A269 
       76.41       120.46        15.35        84.72        10.09         5.59 
TCGA-GN-A26C TCGA-GN-A26D TCGA-IH-A3EA 
       26.99        39.58        17.23 

  DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE 
                          0.10                           0.03 
  DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE 
                        357.37                         345.96 
  DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE 
                         47.84                          32.19 
[1] "0.1 - 357.4 (47.8)" "0.0 - 346.0 (32.2)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 22(14Q32.2) MUTATED"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 22(14Q32.2) WILD-TYPE"   "DEL PEAK 22(14Q32.2) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
  "DEL PEAK 22(14Q32.2) MUTATED" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 22(14Q32.2) WILD-TYPE" "DEL PEAK 22(14Q32.2) WILD-TYPE" 
[1] "hr=" "1.2"
D44V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 22(14Q32.2) MUTATED                   12             7
  DEL PEAK 22(14Q32.2) WILD-TYPE                 15            19
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 22(14Q32.2) MUTATED                                                                                         12
  DEL PEAK 22(14Q32.2) WILD-TYPE                                                                                       25
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 22(14Q32.2) MUTATED                    35
  DEL PEAK 22(14Q32.2) WILD-TYPE                  77
D44V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 22(14Q32.2) MUTATED
  DISTANT METASTASIS                                                                                                 12
  PRIMARY TUMOR                                                                                                       7
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           12
  REGIONAL LYMPH NODE                                                                                                35
                                                                                          clus
vv                                                                                         DEL PEAK 22(14Q32.2) WILD-TYPE
  DISTANT METASTASIS                                                                                                   15
  PRIMARY TUMOR                                                                                                        19
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             25
  REGIONAL LYMPH NODE                                                                                                  77
D44V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 22(14Q32.2) MUTATED     25   41
  DEL PEAK 22(14Q32.2) WILD-TYPE   51   85
        clus
vv       DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE
  FEMALE                           25                             51
  MALE                             41                             85
D44V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 22(14Q32.2) MUTATED      0   66
  DEL PEAK 22(14Q32.2) WILD-TYPE    3  133
     clus
vv    DEL PEAK 22(14Q32.2) MUTATED DEL PEAK 22(14Q32.2) WILD-TYPE
  NO                             0                              3
  YES                           66                            133
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 22(14Q32.2) MUTATED    59   0   1   0   2
  DEL PEAK 22(14Q32.2) WILD-TYPE 117   2   1   2   1
D44V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 22(14Q32.2) MUTATED   36  1   4   6  0   1   2   3  7  2
  DEL PEAK 22(14Q32.2) WILD-TYPE 74  1   4  11  1   4  12   3 12  3
D44V7, multiclass
D44V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 22(14Q32.2) MUTATED             4       7        4        2       10
  DEL PEAK 22(14Q32.2) WILD-TYPE           0      10        6       13       10
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 22(14Q32.2) MUTATED           0         2         7         4
  DEL PEAK 22(14Q32.2) WILD-TYPE         9         8        16         5
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 22(14Q32.2) MUTATED            3          6          9        3
  DEL PEAK 22(14Q32.2) WILD-TYPE          4         15         18        4
D44V9, multiclass

Clustering(45) Variable = Del Peak 23(15q13.3) mutation analysis
D45V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 23(15Q13.3) MUTATED   22 22
  DEL PEAK 23(15Q13.3) WILD-TYPE 78 70
  DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE 
                            44                            148 
  DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE 
                            22                             70 
$`DEL PEAK 23(15Q13.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D9-A148 TCGA-D9-A1JX TCGA-DA-A1HV 
       16.57        58.03        71.24       148.31         6.38        48.89 
TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I8 TCGA-EB-A24D TCGA-EB-A3XC 
       36.03       117.17       194.83        53.92         1.35         0.30 
TCGA-EB-A3XF TCGA-EB-A42Y TCGA-EE-A17Z TCGA-EE-A29L TCGA-EE-A29P TCGA-EE-A29Q 
        0.13         0.20         8.65         2.56        56.42        37.35 
TCGA-EE-A2A5 TCGA-EE-A2GP TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2MH 
       39.25        13.87        21.67        61.51        47.28        16.96 
TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2MM TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AB 
      204.62       144.76       167.87        41.59        53.26       122.73 
TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZK 
       48.59       202.62        28.08        40.27         9.70        23.93 
TCGA-FS-A1ZM TCGA-FW-A3I3 TCGA-FW-A3TU TCGA-GN-A264 TCGA-GN-A266 TCGA-GN-A267 
      101.26         0.20        47.54       117.93        10.09        64.41 
TCGA-GN-A26D TCGA-IH-A3EA 
       39.58        17.23 

$`DEL PEAK 23(15Q13.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J6 
      112.54        71.80       121.22        28.08        31.59        43.40 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3CE 
       65.49        23.77        11.87        48.76        12.10        60.23 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1X3 
       24.53         9.30        21.47        49.74         2.70         7.79 
TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1I0 TCGA-DA-A1I2 TCGA-DA-A1I4 
       11.34         3.22         3.88        20.38       176.55        35.93 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 
      107.34        61.18        65.92        23.44        68.09        28.60 
TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV 
       10.49       215.44        15.68         0.53         0.43         1.28 
TCGA-EB-A3XB TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Z TCGA-EE-A17X 
        1.18         0.53         0.26         0.10         0.39        29.82 
TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F 
       33.73        14.70        26.86         4.93       109.64        78.87 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H 
      168.26        63.32        47.84        13.97        39.62        32.19 
TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V 
       44.35        18.58        14.47        55.89       345.96        25.87 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GB 
       17.92        46.82        78.94        24.43        58.75        47.54 
TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ 
       43.23       314.53       135.91       182.01        22.55        89.33 
TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GR 
       54.71        55.00        75.48        90.94       101.95        14.30 
TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 
       55.59        19.56        67.13       129.24        28.80        19.76 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP 
      103.27       103.17        96.23       203.01        47.54       248.61 
TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AD 
       43.23       103.56       136.44         4.24        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F 
       26.73        13.81        23.47       138.77        12.59        26.37 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET 
        6.41       131.08        61.05        44.05        79.99        80.32 
TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW 
       33.21        12.10        10.09        80.48       160.60       216.92 
TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC 
      228.59        20.91         7.76        27.68        48.85       357.37 
TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZJ TCGA-FS-A1ZN TCGA-FS-A1ZP 
       53.52        15.45        32.71        47.38        24.00        74.73 
TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW 
      133.55        11.41       148.77        53.16        26.56        49.48 
TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC 
       27.06        27.02        77.79        50.14        12.43        49.45 
TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 
       22.98         0.03        76.41       120.46        15.35        84.72 
TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C 
       62.76         5.59        32.48        26.99 

  DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE 
                          0.13                           0.03 
  DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE 
                        204.62                         357.37 
  DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE 
                        40.930                         41.425 
[1] "0.1 - 204.6 (40.9)" "0.0 - 357.4 (41.4)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 23(15Q13.3) WILD-TYPE"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 23(15Q13.3) MUTATED" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 23(15Q13.3) WILD-TYPE" "DEL PEAK 23(15Q13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 23(15Q13.3) MUTATED"   "DEL PEAK 23(15Q13.3) MUTATED" 
[1] "hr=" "1.1"
D45V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 23(15Q13.3) MUTATED                    5             5
  DEL PEAK 23(15Q13.3) WILD-TYPE                 22            21
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 23(15Q13.3) MUTATED                                                                                         10
  DEL PEAK 23(15Q13.3) WILD-TYPE                                                                                       27
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 23(15Q13.3) MUTATED                    25
  DEL PEAK 23(15Q13.3) WILD-TYPE                  87
D45V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 23(15Q13.3) MUTATED
  DISTANT METASTASIS                                                                                                  5
  PRIMARY TUMOR                                                                                                       5
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           10
  REGIONAL LYMPH NODE                                                                                                25
                                                                                          clus
vv                                                                                         DEL PEAK 23(15Q13.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   22
  PRIMARY TUMOR                                                                                                        21
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             27
  REGIONAL LYMPH NODE                                                                                                  87
D45V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 23(15Q13.3) MUTATED     19   26
  DEL PEAK 23(15Q13.3) WILD-TYPE   57  100
        clus
vv       DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE
  FEMALE                           19                             57
  MALE                             26                            100
D45V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 23(15Q13.3) MUTATED      0   45
  DEL PEAK 23(15Q13.3) WILD-TYPE    3  154
     clus
vv    DEL PEAK 23(15Q13.3) MUTATED DEL PEAK 23(15Q13.3) WILD-TYPE
  NO                             0                              3
  YES                           45                            154
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 23(15Q13.3) MUTATED    38   1   0   1   0
  DEL PEAK 23(15Q13.3) WILD-TYPE 138   1   2   1   3
D45V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 23(15Q13.3) MUTATED   26  0   2   1  0   0   4   1  6  1
  DEL PEAK 23(15Q13.3) WILD-TYPE 84  2   6  16  1   5  10   5 13  4
D45V7, multiclass
D45V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 23(15Q13.3) MUTATED             0       5        2        3        4
  DEL PEAK 23(15Q13.3) WILD-TYPE           4      12        8       12       16
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 23(15Q13.3) MUTATED           0         3         8         2
  DEL PEAK 23(15Q13.3) WILD-TYPE         9         7        15         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 23(15Q13.3) MUTATED            1          4          6        1
  DEL PEAK 23(15Q13.3) WILD-TYPE          6         17         21        6
D45V9, multiclass

Clustering(46) Variable = Del Peak 24(15q15.1) mutation analysis
D46V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 24(15Q15.1) MUTATED   21 25
  DEL PEAK 24(15Q15.1) WILD-TYPE 79 67
  DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE 
                            46                            146 
  DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE 
                            25                             67 
$`DEL PEAK 24(15Q15.1) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D9-A148 TCGA-DA-A1HV TCGA-DA-A1HW 
       16.57        58.03        71.24       148.31        48.89        36.03 
TCGA-DA-A1I1 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-EB-A24D TCGA-EB-A3XC TCGA-EB-A3XF 
      194.83        53.92        65.92         1.35         0.30         0.13 
TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A183 TCGA-EE-A29L 
        0.20         0.39         8.65        33.73        26.86         2.56 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A2A5 TCGA-EE-A2M5 TCGA-EE-A2MC TCGA-EE-A2MD 
       56.42        37.35        39.25        21.67        61.51        47.28 
TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MK TCGA-EE-A2MM TCGA-EE-A2MU TCGA-EE-A3AB 
       16.96       204.62       144.76       167.87        53.26       122.73 
TCGA-ER-A19J TCGA-ER-A3ET TCGA-FS-A1YX TCGA-FS-A1Z0 TCGA-FS-A1Z4 TCGA-FS-A1ZE 
        6.41        80.32        48.59       202.62        28.08        40.27 
TCGA-FS-A1ZG TCGA-FS-A1ZJ TCGA-FS-A1ZM TCGA-FS-A1ZT TCGA-FW-A3TU TCGA-GN-A264 
        9.70        47.38       101.26        53.16        47.54       117.93 
TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A26D TCGA-IH-A3EA 
       10.09        64.41        39.58        17.23 

$`DEL PEAK 24(15Q15.1) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J6 
      112.54        71.80       121.22        28.08        31.59        43.40 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3CE 
       65.49        23.77        11.87        48.76        12.10        60.23 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A1JX 
       24.53         9.30        21.47        49.74         2.70         6.38 
TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HY TCGA-DA-A1I0 
        7.79        11.34         3.22         3.88       117.17        20.38 
TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1IB TCGA-DA-A1IC 
      176.55        35.93       107.34        61.18        23.44        68.09 
TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C 
       28.60        10.49       215.44        15.68         0.53         0.43 
TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EE-A17X 
        1.28         1.18         0.53         0.26         0.10        29.82 
TCGA-EE-A182 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A 
       14.70         4.93       109.64        78.87       168.26        63.32 
TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29M TCGA-EE-A29N 
       47.84        13.97        39.62        32.19        44.35        18.58 
TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 
       14.47        55.89       345.96        25.87        17.92        46.82 
TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GC TCGA-EE-A2GD 
       78.94        24.43        58.75        47.54        43.23       314.53 
TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      135.91       182.01        22.55        89.33        54.71        55.00 
TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS 
       75.48        90.94       101.95        13.87        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2ME 
       19.56        67.13       129.24        28.80        19.76       103.27 
TCGA-EE-A2MG TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ 
      103.17        96.23       203.01        47.54       248.61        43.23 
TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AD 
      103.56       136.44        41.59         4.24        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F 
       26.73        13.81        23.47       138.77        12.59        26.37 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3PL TCGA-FR-A2OS 
      131.08        61.05        44.05        79.99        33.21        12.10 
TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YY TCGA-FS-A1Z3 
       10.09        80.48       160.60       216.92       228.59        20.91 
TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZF 
        7.76        27.68        48.85       357.37        53.52        15.45 
TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ TCGA-FS-A1ZR 
       32.71        23.93        24.00        74.73       133.55        11.41 
TCGA-FS-A1ZS TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 
      148.77        26.56        49.48        27.06        27.02        77.79 
TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GF-A2C7 
       50.14        12.43        49.45         0.20        22.98         0.03 
TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A268 TCGA-GN-A269 
       76.41       120.46        15.35        84.72        62.76         5.59 
TCGA-GN-A26A TCGA-GN-A26C 
       32.48        26.99 

  DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE 
                          0.13                           0.03 
  DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE 
                        204.62                         357.37 
  DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE 
                        47.330                         37.775 
[1] "0.1 - 204.6 (47.3)" "0.0 - 357.4 (37.8)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 24(15Q15.1) WILD-TYPE"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 24(15Q15.1) MUTATED" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 24(15Q15.1) WILD-TYPE" "DEL PEAK 24(15Q15.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 24(15Q15.1) MUTATED"   "DEL PEAK 24(15Q15.1) MUTATED" 
[1] "hr=" "1.2"
D46V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 24(15Q15.1) MUTATED                    6             6
  DEL PEAK 24(15Q15.1) WILD-TYPE                 21            20
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 24(15Q15.1) MUTATED                                                                                         10
  DEL PEAK 24(15Q15.1) WILD-TYPE                                                                                       27
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 24(15Q15.1) MUTATED                    26
  DEL PEAK 24(15Q15.1) WILD-TYPE                  86
D46V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 24(15Q15.1) MUTATED
  DISTANT METASTASIS                                                                                                  6
  PRIMARY TUMOR                                                                                                       6
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           10
  REGIONAL LYMPH NODE                                                                                                26
                                                                                          clus
vv                                                                                         DEL PEAK 24(15Q15.1) WILD-TYPE
  DISTANT METASTASIS                                                                                                   21
  PRIMARY TUMOR                                                                                                        20
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             27
  REGIONAL LYMPH NODE                                                                                                  86
D46V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 24(15Q15.1) MUTATED     22   26
  DEL PEAK 24(15Q15.1) WILD-TYPE   54  100
        clus
vv       DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE
  FEMALE                           22                             54
  MALE                             26                            100
D46V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 24(15Q15.1) MUTATED      0   48
  DEL PEAK 24(15Q15.1) WILD-TYPE    3  151
     clus
vv    DEL PEAK 24(15Q15.1) MUTATED DEL PEAK 24(15Q15.1) WILD-TYPE
  NO                             0                              3
  YES                           48                            151
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 24(15Q15.1) MUTATED    41   1   0   1   0
  DEL PEAK 24(15Q15.1) WILD-TYPE 135   1   2   1   3
D46V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 24(15Q15.1) MUTATED   26  0   2   4  0   1   4   1  6  0
  DEL PEAK 24(15Q15.1) WILD-TYPE 84  2   6  13  1   4  10   5 13  5
D46V7, multiclass
D46V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 24(15Q15.1) MUTATED             0       7        2        2        4
  DEL PEAK 24(15Q15.1) WILD-TYPE           4      10        8       13       16
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 24(15Q15.1) MUTATED           0         3         8         3
  DEL PEAK 24(15Q15.1) WILD-TYPE         9         7        15         6
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 24(15Q15.1) MUTATED            2          5          6        1
  DEL PEAK 24(15Q15.1) WILD-TYPE          5         16         21        6
D46V9, multiclass

Clustering(47) Variable = Del Peak 25(16p13.3) mutation analysis
D47V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 25(16P13.3) MUTATED   18 16
  DEL PEAK 25(16P13.3) WILD-TYPE 82 76
  DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE 
                            34                            158 
  DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE 
                            16                             76 
$`DEL PEAK 25(16P13.3) MUTATED`
TCGA-D3-A1Q5 TCGA-D3-A1Q9 TCGA-D3-A3CC TCGA-DA-A1HW TCGA-DA-A1I2 TCGA-EB-A24D 
      112.54        31.59        71.24        36.03       176.55         1.35 
TCGA-EB-A3XC TCGA-EB-A3Y6 TCGA-EE-A181 TCGA-EE-A29D TCGA-EE-A29L TCGA-EE-A29M 
        0.30         0.53        33.73        13.97         2.56        44.35 
TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2GC TCGA-EE-A2GO TCGA-EE-A2GU TCGA-EE-A2M5 
       17.92        46.82        43.23       101.95        67.13        21.67 
TCGA-EE-A2M6 TCGA-EE-A2MK TCGA-EE-A2MM TCGA-EE-A2MQ TCGA-EE-A2MU TCGA-EE-A3AB 
      129.24       144.76       167.87        43.23        53.26       122.73 
TCGA-FS-A1Z0 TCGA-FS-A1ZD TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FW-A3R5 
      202.62        53.52        53.16        26.56        49.48        22.98 
TCGA-FW-A3TU TCGA-GN-A262 TCGA-GN-A267 TCGA-GN-A26D 
       47.54       120.46        64.41        39.58 

$`DEL PEAK 25(16P13.3) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J6 TCGA-D3-A2J8 
       16.57        71.80       121.22        28.08        43.40        65.49 
TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE 
       23.77        11.87        48.76        12.10        58.03        60.23 
TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW 
       24.53         9.30        21.47       148.31        49.74         2.70 
TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HV 
        6.38         7.79        11.34         3.22         3.88        48.89 
TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 
      117.17        20.38       194.83        35.93       107.34        61.18 
TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 
       53.92        65.92        23.44        68.09        28.60        10.49 
TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XB 
      215.44        15.68         0.53         0.43         1.28         1.18 
TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Y TCGA-EB-A42Z TCGA-EE-A17X 
        0.13         0.26         0.10         0.20         0.39        29.82 
TCGA-EE-A17Z TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F 
        8.65        14.70        26.86         4.93       109.64        78.87 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29N 
      168.26        63.32        47.84        39.62        32.19        18.58 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V 
       56.42        37.35        14.47        55.89       345.96        25.87 
TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GD 
       78.94        24.43        39.25        58.75        47.54       314.53 
TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      135.91       182.01        22.55        89.33        54.71        55.00 
TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT 
       75.48        90.94        13.87        14.30        55.59        19.56 
TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MG 
       28.80        19.76        61.51        47.28       103.27       103.17 
TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP 
       16.96       204.62        96.23       203.01        47.54       248.61 
TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AD 
      103.56       136.44        41.59         4.24        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F 
       26.73        13.81        23.47       138.77        12.59        26.37 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET 
        6.41       131.08        61.05        44.05        79.99        80.32 
TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW 
       33.21        12.10        10.09        80.48       160.60       216.92 
TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA 
       48.59       228.59        20.91        28.08         7.76        27.68 
TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZF TCGA-FS-A1ZG TCGA-FS-A1ZH 
       48.85       357.37        40.27        15.45         9.70        32.71 
TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZQ 
       47.38        23.93       101.26        24.00        74.73       133.55 
TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 
       11.41       148.77        27.06        27.02        77.79        50.14 
TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A263 
       12.43        49.45         0.20         0.03        76.41        15.35 
TCGA-GN-A264 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A 
      117.93        84.72        10.09        62.76         5.59        32.48 
TCGA-GN-A26C TCGA-IH-A3EA 
       26.99        17.23 

  DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE 
                          0.30                           0.03 
  DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE 
                        202.62                         357.37 
  DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE 
                         47.18                          36.64 
[1] "0.3 - 202.6 (47.2)" "0.0 - 357.4 (36.6)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 25(16P13.3) MUTATED"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 25(16P13.3) WILD-TYPE"   "DEL PEAK 25(16P13.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 25(16P13.3) WILD-TYPE" "DEL PEAK 25(16P13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 25(16P13.3) MUTATED" "DEL PEAK 25(16P13.3) WILD-TYPE" 
[1] "hr=" "1.1"
D47V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 25(16P13.3) MUTATED                    5             4
  DEL PEAK 25(16P13.3) WILD-TYPE                 22            22
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 25(16P13.3) MUTATED                                                                                          4
  DEL PEAK 25(16P13.3) WILD-TYPE                                                                                       33
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 25(16P13.3) MUTATED                    22
  DEL PEAK 25(16P13.3) WILD-TYPE                  90
D47V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 25(16P13.3) MUTATED
  DISTANT METASTASIS                                                                                                  5
  PRIMARY TUMOR                                                                                                       4
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            4
  REGIONAL LYMPH NODE                                                                                                22
                                                                                          clus
vv                                                                                         DEL PEAK 25(16P13.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   22
  PRIMARY TUMOR                                                                                                        22
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             33
  REGIONAL LYMPH NODE                                                                                                  90
D47V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 25(16P13.3) MUTATED     18   17
  DEL PEAK 25(16P13.3) WILD-TYPE   58  109
        clus
vv       DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE
  FEMALE                           18                             58
  MALE                             17                            109
D47V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 25(16P13.3) MUTATED      0   35
  DEL PEAK 25(16P13.3) WILD-TYPE    3  164
     clus
vv    DEL PEAK 25(16P13.3) MUTATED DEL PEAK 25(16P13.3) WILD-TYPE
  NO                             0                              3
  YES                           35                            164
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 25(16P13.3) MUTATED    31   0   0   0   0
  DEL PEAK 25(16P13.3) WILD-TYPE 145   2   2   2   3
D47V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 25(16P13.3) MUTATED   21  0   2   3  1   2   2   0  1  0
  DEL PEAK 25(16P13.3) WILD-TYPE 89  2   6  14  0   3  12   6 18  5
D47V7, multiclass
D47V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 25(16P13.3) MUTATED             2       3        3        2        3
  DEL PEAK 25(16P13.3) WILD-TYPE           2      14        7       13       17
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 25(16P13.3) MUTATED           2         1         5         2
  DEL PEAK 25(16P13.3) WILD-TYPE         7         9        18         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 25(16P13.3) MUTATED            2          4          3        0
  DEL PEAK 25(16P13.3) WILD-TYPE          5         17         24        7
D47V9, multiclass

Clustering(48) Variable = Del Peak 26(16q12.1) mutation analysis
D48V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 26(16Q12.1) MUTATED   32 32
  DEL PEAK 26(16Q12.1) WILD-TYPE 68 60
  DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE 
                            64                            128 
  DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE 
                            32                             60 
$`DEL PEAK 26(16Q12.1) MUTATED`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3CC TCGA-D9-A148 
      112.54       121.22        43.40        48.76        71.24       148.31 
TCGA-D9-A149 TCGA-D9-A3Z3 TCGA-D9-A3Z4 TCGA-DA-A1HW TCGA-DA-A1I2 TCGA-DA-A1I4 
       49.74         3.22         3.88        36.03       176.55        35.93 
TCGA-DA-A3F5 TCGA-DA-A3F8 TCGA-EB-A1NK TCGA-EB-A24D TCGA-EB-A3Y6 TCGA-EB-A41B 
      215.44        15.68         0.53         1.35         0.53         0.10 
TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A185 TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29L 
        8.65        33.73         4.93        47.84        13.97         2.56 
TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A5 
       44.35        18.58        56.42        17.92        46.82        39.25 
TCGA-EE-A2GC TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2M5 TCGA-EE-A2MD TCGA-EE-A2MJ 
       43.23       101.95        13.87        21.67        47.28        96.23 
TCGA-EE-A2MK TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MQ TCGA-EE-A2MS TCGA-EE-A2MU 
      144.76       167.87        47.54        43.23       136.44        53.26 
TCGA-EE-A3AB TCGA-EE-A3AE TCGA-EE-A3AF TCGA-ER-A19N TCGA-FS-A1Z0 TCGA-FS-A1ZA 
      122.73        26.73        13.81        44.05       202.62        27.68 
TCGA-FS-A1ZB TCGA-FS-A1ZF TCGA-FS-A1ZP TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW 
       48.85        15.45        74.73        53.16        26.56        49.48 
TCGA-FS-A4F2 TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A262 
       50.14         0.20        22.98        47.54         0.03       120.46 
TCGA-GN-A264 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26D 
      117.93        64.41         5.59        39.58 

$`DEL PEAK 26(16Q12.1) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A1Q9 TCGA-D3-A2J8 TCGA-D3-A2J9 
       16.57        71.80        28.08        31.59        65.49        23.77 
TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO 
       11.87        12.10        58.03        60.23        24.53         9.30 
TCGA-D3-A3MV TCGA-D9-A1JW TCGA-D9-A1JX TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-DA-A1HV 
       21.47         2.70         6.38         7.79        11.34        48.89 
TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 
      117.17        20.38       194.83       107.34        61.18        53.92 
TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-EB-A24C 
       65.92        23.44        68.09        28.60        10.49         0.43 
TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3XF TCGA-EB-A41A TCGA-EB-A42Y 
        1.28         1.18         0.30         0.13         0.26         0.20 
TCGA-EB-A42Z TCGA-EE-A17X TCGA-EE-A182 TCGA-EE-A183 TCGA-EE-A20B TCGA-EE-A20F 
        0.39        29.82        14.70        26.86       109.64        78.87 
TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29E TCGA-EE-A29H TCGA-EE-A29Q TCGA-EE-A29R 
      168.26        63.32        39.62        32.19        37.35        14.47 
TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 
       55.89       345.96        25.87        78.94        24.43        58.75 
TCGA-EE-A2GB TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ 
       47.54       314.53       135.91       182.01        22.55        89.33 
TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GR TCGA-EE-A2GS 
       54.71        55.00        75.48        90.94        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC 
       19.56        67.13       129.24        28.80        19.76        61.51 
TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2ML TCGA-EE-A2MP 
      103.27       103.17        16.96       204.62       203.01       248.61 
TCGA-EE-A2MR TCGA-EE-A2MT TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AG 
      103.56        41.59         4.24        25.84         3.68        23.47 
TCGA-EE-A3AH TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M 
      138.77        12.59        26.37         6.41       131.08        61.05 
TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN 
       79.99        80.32        33.21        12.10        10.09        80.48 
TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1Z3 TCGA-FS-A1Z4 
      160.60       216.92        48.59       228.59        20.91        28.08 
TCGA-FS-A1Z7 TCGA-FS-A1ZC TCGA-FS-A1ZD TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZH 
        7.76       357.37        53.52        40.27         9.70        32.71 
TCGA-FS-A1ZJ TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZQ TCGA-FS-A1ZR 
       47.38        23.93       101.26        24.00       133.55        11.41 
TCGA-FS-A1ZS TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 TCGA-FS-A4FC 
      148.77        27.06        27.02        77.79        12.43        49.45 
TCGA-GN-A261 TCGA-GN-A263 TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A268 TCGA-GN-A26A 
       76.41        15.35        84.72        10.09        62.76        32.48 
TCGA-GN-A26C TCGA-IH-A3EA 
       26.99        17.23 

  DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE 
                          0.03                           0.13 
  DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE 
                        215.44                         357.37 
  DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE 
                        43.725                         35.280 
[1] "0.0 - 215.4 (43.7)" "0.1 - 357.4 (35.3)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 26(16Q12.1) MUTATED"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 26(16Q12.1) WILD-TYPE"   "DEL PEAK 26(16Q12.1) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 26(16Q12.1) WILD-TYPE" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 26(16Q12.1) MUTATED" "DEL PEAK 26(16Q12.1) WILD-TYPE" 
[1] "hr=" "1.2"
D48V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 26(16Q12.1) MUTATED                   11             8
  DEL PEAK 26(16Q12.1) WILD-TYPE                 16            18
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 26(16Q12.1) MUTATED                                                                                          9
  DEL PEAK 26(16Q12.1) WILD-TYPE                                                                                       28
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 26(16Q12.1) MUTATED                    38
  DEL PEAK 26(16Q12.1) WILD-TYPE                  74
D48V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 26(16Q12.1) MUTATED
  DISTANT METASTASIS                                                                                                 11
  PRIMARY TUMOR                                                                                                       8
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            9
  REGIONAL LYMPH NODE                                                                                                38
                                                                                          clus
vv                                                                                         DEL PEAK 26(16Q12.1) WILD-TYPE
  DISTANT METASTASIS                                                                                                   16
  PRIMARY TUMOR                                                                                                        18
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             28
  REGIONAL LYMPH NODE                                                                                                  74
D48V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 26(16Q12.1) MUTATED     28   38
  DEL PEAK 26(16Q12.1) WILD-TYPE   48   88
        clus
vv       DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE
  FEMALE                           28                             48
  MALE                             38                             88
D48V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 26(16Q12.1) MUTATED      0   66
  DEL PEAK 26(16Q12.1) WILD-TYPE    3  133
     clus
vv    DEL PEAK 26(16Q12.1) MUTATED DEL PEAK 26(16Q12.1) WILD-TYPE
  NO                             0                              3
  YES                           66                            133
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 26(16Q12.1) MUTATED    57   1   0   1   0
  DEL PEAK 26(16Q12.1) WILD-TYPE 119   1   2   1   3
D48V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 26(16Q12.1) MUTATED   39  0   3   5  1   1   4   1  6  0
  DEL PEAK 26(16Q12.1) WILD-TYPE 71  2   5  12  0   4  10   5 13  5
D48V7, multiclass
D48V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 26(16Q12.1) MUTATED             2       3        4        5        8
  DEL PEAK 26(16Q12.1) WILD-TYPE           2      14        6       10       12
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 26(16Q12.1) MUTATED           1         3        11         2
  DEL PEAK 26(16Q12.1) WILD-TYPE         8         7        12         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 26(16Q12.1) MUTATED            2          8          7        1
  DEL PEAK 26(16Q12.1) WILD-TYPE          5         13         20        6
D48V9, multiclass

Clustering(49) Variable = Del Peak 27(16q24.3) mutation analysis
D49V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 27(16Q24.3) MUTATED   32 36
  DEL PEAK 27(16Q24.3) WILD-TYPE 68 56
  DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE 
                            68                            124 
  DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE 
                            36                             56 
$`DEL PEAK 27(16Q24.3) MUTATED`
TCGA-D3-A1Q5 TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JF TCGA-D3-A3CC 
      112.54       121.22        31.59        43.40        48.76        71.24 
TCGA-D3-A3CE TCGA-D9-A148 TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A3Z3 TCGA-D9-A3Z4 
       60.23       148.31        49.74         2.70         3.22         3.88 
TCGA-DA-A1HW TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A3F8 TCGA-EB-A24D TCGA-EB-A3XF 
       36.03       176.55        35.93        15.68         1.35         0.13 
TCGA-EB-A3Y6 TCGA-EB-A41B TCGA-EB-A42Z TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A183 
        0.53         0.10         0.39         8.65        33.73        26.86 
TCGA-EE-A185 TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29M TCGA-EE-A29P TCGA-EE-A29X 
        4.93        13.97        32.19        44.35        56.42        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A5 TCGA-EE-A2GC TCGA-EE-A2GO TCGA-EE-A2GP TCGA-EE-A2M5 
       46.82        39.25        43.23       101.95        13.87        21.67 
TCGA-EE-A2MD TCGA-EE-A2MG TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2MM 
       47.28       103.17       204.62        96.23       144.76       167.87 
TCGA-EE-A2MQ TCGA-EE-A2MU TCGA-EE-A3AB TCGA-EE-A3AE TCGA-EE-A3AF TCGA-ER-A19F 
       43.23        53.26       122.73        26.73        13.81        26.37 
TCGA-ER-A19N TCGA-ER-A3PL TCGA-FS-A1Z0 TCGA-FS-A1ZB TCGA-FS-A1ZF TCGA-FS-A1ZJ 
       44.05        33.21       202.62        48.85        15.45        47.38 
TCGA-FS-A1ZP TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW TCGA-FS-A1ZY TCGA-FS-A4F2 
       74.73        53.16        26.56        49.48        27.06        50.14 
TCGA-FW-A3R5 TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A262 TCGA-GN-A267 TCGA-GN-A268 
       22.98        47.54         0.03       120.46        64.41        62.76 
TCGA-GN-A269 TCGA-GN-A26D 
        5.59        39.58 

$`DEL PEAK 27(16Q24.3) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q6 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD 
       16.57        71.80        28.08        65.49        23.77        11.87 
TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A1JX 
       12.10        58.03        24.53         9.30        21.47         6.38 
TCGA-D9-A1X3 TCGA-D9-A3Z1 TCGA-DA-A1HV TCGA-DA-A1HY TCGA-DA-A1I0 TCGA-DA-A1I1 
        7.79        11.34        48.89       117.17        20.38       194.83 
TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IB TCGA-DA-A1IC 
      107.34        61.18        53.92        65.92        23.44        68.09 
TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A3HV 
       28.60        10.49       215.44         0.53         0.43         1.28 
TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A41A TCGA-EB-A42Y TCGA-EE-A17X TCGA-EE-A182 
        1.18         0.30         0.26         0.20        29.82        14.70 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A TCGA-EE-A29C TCGA-EE-A29E 
      109.64        78.87       168.26        63.32        47.84        39.62 
TCGA-EE-A29L TCGA-EE-A29N TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T 
        2.56        18.58        37.35        14.47        55.89       345.96 
TCGA-EE-A29V TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GD 
       25.87        78.94        24.43        58.75        47.54       314.53 
TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL 
      135.91       182.01        22.55        89.33        54.71        55.00 
TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GR TCGA-EE-A2GS TCGA-EE-A2GT TCGA-EE-A2GU 
       75.48        90.94        14.30        55.59        19.56        67.13 
TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2ME TCGA-EE-A2MH 
      129.24        28.80        19.76        61.51       103.27        16.96 
TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MR TCGA-EE-A2MS TCGA-EE-A2MT 
      203.01        47.54       248.61       103.56       136.44        41.59 
TCGA-EE-A3AA TCGA-EE-A3AC TCGA-EE-A3AD TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19D 
        4.24        25.84         3.68        23.47       138.77        12.59 
TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-FR-A2OS 
        6.41       131.08        61.05        79.99        80.32        12.10 
TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY 
       10.09        80.48       160.60       216.92        48.59       228.59 
TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZC TCGA-FS-A1ZD 
       20.91        28.08         7.76        27.68       357.37        53.52 
TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN 
       40.27         9.70        32.71        23.93       101.26        24.00 
TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F9 
      133.55        11.41       148.77        27.02        77.79        12.43 
TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-GN-A261 TCGA-GN-A263 TCGA-GN-A264 TCGA-GN-A265 
       49.45         0.20        76.41        15.35       117.93        84.72 
TCGA-GN-A266 TCGA-GN-A26A TCGA-GN-A26C TCGA-IH-A3EA 
       10.09        32.48        26.99        17.23 

  DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE 
                          0.03                           0.20 
  DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE 
                        204.62                         357.37 
  DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE 
                        43.230                         39.945 
[1] "0.0 - 204.6 (43.2)" "0.2 - 357.4 (39.9)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 27(16Q24.3) WILD-TYPE"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 27(16Q24.3) MUTATED"   "DEL PEAK 27(16Q24.3) MUTATED" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 27(16Q24.3) WILD-TYPE" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
  "DEL PEAK 27(16Q24.3) MUTATED" "DEL PEAK 27(16Q24.3) WILD-TYPE" 
[1] "hr=" "1.4"
D49V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 27(16Q24.3) MUTATED                   10             9
  DEL PEAK 27(16Q24.3) WILD-TYPE                 17            17
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 27(16Q24.3) MUTATED                                                                                         10
  DEL PEAK 27(16Q24.3) WILD-TYPE                                                                                       27
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 27(16Q24.3) MUTATED                    42
  DEL PEAK 27(16Q24.3) WILD-TYPE                  70
D49V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 27(16Q24.3) MUTATED
  DISTANT METASTASIS                                                                                                 10
  PRIMARY TUMOR                                                                                                       9
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                           10
  REGIONAL LYMPH NODE                                                                                                42
                                                                                          clus
vv                                                                                         DEL PEAK 27(16Q24.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   17
  PRIMARY TUMOR                                                                                                        17
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             27
  REGIONAL LYMPH NODE                                                                                                  70
D49V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 27(16Q24.3) MUTATED     30   41
  DEL PEAK 27(16Q24.3) WILD-TYPE   46   85
        clus
vv       DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE
  FEMALE                           30                             46
  MALE                             41                             85
D49V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 27(16Q24.3) MUTATED      0   71
  DEL PEAK 27(16Q24.3) WILD-TYPE    3  128
     clus
vv    DEL PEAK 27(16Q24.3) MUTATED DEL PEAK 27(16Q24.3) WILD-TYPE
  NO                             0                              3
  YES                           71                            128
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 27(16Q24.3) MUTATED    63   0   1   1   0
  DEL PEAK 27(16Q24.3) WILD-TYPE 113   2   1   1   3
D49V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 27(16Q24.3) MUTATED   43  0   3   8  1   3   4   0  4  0
  DEL PEAK 27(16Q24.3) WILD-TYPE 67  2   5   9  0   2  10   6 15  5
D49V7, multiclass
D49V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 27(16Q24.3) MUTATED             2       5        5        4        7
  DEL PEAK 27(16Q24.3) WILD-TYPE           2      12        5       11       13
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 27(16Q24.3) MUTATED           1         6        11         3
  DEL PEAK 27(16Q24.3) WILD-TYPE         8         4        12         6
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 27(16Q24.3) MUTATED            2          9          6        1
  DEL PEAK 27(16Q24.3) WILD-TYPE          5         12         21        6
D49V9, multiclass

Clustering(50) Variable = Del Peak 28(19p13.3) mutation analysis
D50V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 28(19P13.3) MUTATED   33 25
  DEL PEAK 28(19P13.3) WILD-TYPE 67 67
  DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE 
                            58                            134 
  DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE 
                            25                             67 
$`DEL PEAK 28(19P13.3) MUTATED`
TCGA-D3-A1Q1 TCGA-D3-A1Q9 TCGA-D3-A2J6 TCGA-D3-A2JD TCGA-D9-A148 TCGA-D9-A1JX 
       16.57        31.59        43.40        11.87       148.31         6.38 
TCGA-D9-A1X3 TCGA-D9-A3Z3 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1I0 TCGA-DA-A1I5 
        7.79         3.22        48.89        36.03        20.38       107.34 
TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA TCGA-DA-A1IC TCGA-DA-A3F5 TCGA-EB-A1NK 
       61.18        53.92        65.92        68.09       215.44         0.53 
TCGA-EB-A24D TCGA-EB-A3XB TCGA-EB-A3XC TCGA-EB-A3Y6 TCGA-EB-A42Z TCGA-EE-A17X 
        1.35         1.18         0.30         0.53         0.39        29.82 
TCGA-EE-A185 TCGA-EE-A20H TCGA-EE-A29C TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29N 
        4.93       168.26        47.84        13.97        32.19        18.58 
TCGA-EE-A29V TCGA-EE-A29X TCGA-EE-A2A0 TCGA-EE-A2A6 TCGA-EE-A2GB TCGA-EE-A2GM 
       25.87        17.92        46.82        58.75        47.54        75.48 
TCGA-EE-A2GS TCGA-EE-A2GU TCGA-EE-A2MG TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MS 
       55.59        67.13       103.17       248.61        43.23       136.44 
TCGA-EE-A2MT TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD TCGA-ER-A19M TCGA-FR-A3YN 
       41.59       122.73        25.84         3.68        61.05        80.48 
TCGA-FR-A44A TCGA-FS-A1ZD TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZQ TCGA-FS-A1ZT 
      160.60        53.52        15.45        32.71       133.55        53.16 
TCGA-FS-A1ZW TCGA-FW-A3TU TCGA-GN-A262 TCGA-GN-A268 
       49.48        47.54       120.46        62.76 

$`DEL PEAK 28(19P13.3) WILD-TYPE`
TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q8 TCGA-D3-A2J8 TCGA-D3-A2J9 
      112.54        71.80       121.22        28.08        65.49        23.77 
TCGA-D3-A2JF TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC TCGA-D3-A3CE TCGA-D3-A3CF 
       48.76        12.10        58.03        71.24        60.23        24.53 
TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A149 TCGA-D9-A1JW TCGA-D9-A3Z1 TCGA-D9-A3Z4 
        9.30        21.47        49.74         2.70        11.34         3.88 
TCGA-DA-A1HY TCGA-DA-A1I1 TCGA-DA-A1I2 TCGA-DA-A1I4 TCGA-DA-A1IB TCGA-DA-A3F2 
      117.17       194.83       176.55        35.93        23.44        28.60 
TCGA-DA-A3F3 TCGA-DA-A3F8 TCGA-EB-A24C TCGA-EB-A3HV TCGA-EB-A3XF TCGA-EB-A41A 
       10.49        15.68         0.43         1.28         0.13         0.26 
TCGA-EB-A41B TCGA-EB-A42Y TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 TCGA-EE-A183 
        0.10         0.20         8.65        33.73        14.70        26.86 
TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A29A TCGA-EE-A29E TCGA-EE-A29L TCGA-EE-A29M 
      109.64        78.87        63.32        39.62         2.56        44.35 
TCGA-EE-A29P TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A2A1 
       56.42        37.35        14.47        55.89       345.96        78.94 
TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2GC TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH 
       24.43        39.25        43.23       314.53       135.91       182.01 
TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK TCGA-EE-A2GL TCGA-EE-A2GN TCGA-EE-A2GO 
       22.55        89.33        54.71        55.00        90.94       101.95 
TCGA-EE-A2GP TCGA-EE-A2GR TCGA-EE-A2GT TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 
       13.87        14.30        19.56        21.67       129.24        28.80 
TCGA-EE-A2M8 TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2ME TCGA-EE-A2MH TCGA-EE-A2MI 
       19.76        61.51        47.28       103.27        16.96       204.62 
TCGA-EE-A2MJ TCGA-EE-A2MK TCGA-EE-A2ML TCGA-EE-A2MM TCGA-EE-A2MN TCGA-EE-A2MR 
       96.23       144.76       203.01       167.87        47.54       103.56 
TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH 
       53.26         4.24        26.73        13.81        23.47       138.77 
TCGA-ER-A19D TCGA-ER-A19F TCGA-ER-A19J TCGA-ER-A19L TCGA-ER-A19N TCGA-ER-A1A1 
       12.59        26.37         6.41       131.08        44.05        79.99 
TCGA-ER-A3ET TCGA-ER-A3PL TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FS-A1YW TCGA-FS-A1YX 
       80.32        33.21        12.10        10.09       216.92        48.59 
TCGA-FS-A1YY TCGA-FS-A1Z0 TCGA-FS-A1Z3 TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA 
      228.59       202.62        20.91        28.08         7.76        27.68 
TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZE TCGA-FS-A1ZG TCGA-FS-A1ZJ TCGA-FS-A1ZK 
       48.85       357.37        40.27         9.70        47.38        23.93 
TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZU 
      101.26        24.00        74.73        11.41       148.77        26.56 
TCGA-FS-A1ZY TCGA-FS-A1ZZ TCGA-FS-A4F0 TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC 
       27.06        27.02        77.79        50.14        12.43        49.45 
TCGA-FW-A3I3 TCGA-FW-A3R5 TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A263 TCGA-GN-A264 
        0.20        22.98         0.03        76.41        15.35       117.93 
TCGA-GN-A265 TCGA-GN-A266 TCGA-GN-A267 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C 
       84.72        10.09        64.41         5.59        32.48        26.99 
TCGA-GN-A26D TCGA-IH-A3EA 
       39.58        17.23 

  DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE 
                          0.30                           0.03 
  DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE 
                        248.61                         357.37 
  DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE 
                         47.18                          38.30 
[1] "0.3 - 248.6 (47.2)" "0.0 - 357.4 (38.3)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
  "DEL PEAK 28(19P13.3) MUTATED"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 28(19P13.3) WILD-TYPE"   "DEL PEAK 28(19P13.3) MUTATED" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
  "DEL PEAK 28(19P13.3) MUTATED" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 28(19P13.3) WILD-TYPE" "DEL PEAK 28(19P13.3) WILD-TYPE" 
[1] "hr=" "1.1"
D50V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 28(19P13.3) MUTATED                    9             7
  DEL PEAK 28(19P13.3) WILD-TYPE                 18            19
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 28(19P13.3) MUTATED                                                                                          7
  DEL PEAK 28(19P13.3) WILD-TYPE                                                                                       30
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 28(19P13.3) MUTATED                    38
  DEL PEAK 28(19P13.3) WILD-TYPE                  74
D50V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 28(19P13.3) MUTATED
  DISTANT METASTASIS                                                                                                  9
  PRIMARY TUMOR                                                                                                       7
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            7
  REGIONAL LYMPH NODE                                                                                                38
                                                                                          clus
vv                                                                                         DEL PEAK 28(19P13.3) WILD-TYPE
  DISTANT METASTASIS                                                                                                   18
  PRIMARY TUMOR                                                                                                        19
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             30
  REGIONAL LYMPH NODE                                                                                                  74
D50V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 28(19P13.3) MUTATED     25   36
  DEL PEAK 28(19P13.3) WILD-TYPE   51   90
        clus
vv       DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE
  FEMALE                           25                             51
  MALE                             36                             90
D50V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 28(19P13.3) MUTATED      1   60
  DEL PEAK 28(19P13.3) WILD-TYPE    2  139
     clus
vv    DEL PEAK 28(19P13.3) MUTATED DEL PEAK 28(19P13.3) WILD-TYPE
  NO                             1                              2
  YES                           60                            139
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 28(19P13.3) MUTATED    51   0   1   1   2
  DEL PEAK 28(19P13.3) WILD-TYPE 125   2   1   1   1
D50V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 28(19P13.3) MUTATED   29  0   2   8  0   2   5   2  6  2
  DEL PEAK 28(19P13.3) WILD-TYPE 81  2   6   9  1   3   9   4 13  3
D50V7, multiclass
D50V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 28(19P13.3) MUTATED             2       3        4        6        3
  DEL PEAK 28(19P13.3) WILD-TYPE           2      14        6        9       17
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 28(19P13.3) MUTATED           2         2         6         2
  DEL PEAK 28(19P13.3) WILD-TYPE         7         8        17         7
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 28(19P13.3) MUTATED            2          9          9        2
  DEL PEAK 28(19P13.3) WILD-TYPE          5         12         18        5
D50V9, multiclass

Clustering(51) Variable = Del Peak 29(22q12.1) mutation analysis
D51V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 29(22Q12.1) MUTATED   14 14
  DEL PEAK 29(22Q12.1) WILD-TYPE 86 78
  DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE 
                            28                            164 
  DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE 
                            14                             78 
$`DEL PEAK 29(22Q12.1) MUTATED`
TCGA-D3-A1Q8 TCGA-D3-A2JF TCGA-D9-A149 TCGA-D9-A1JX TCGA-D9-A3Z1 TCGA-D9-A3Z3 
       28.08        48.76        49.74         6.38        11.34         3.22 
TCGA-DA-A1I2 TCGA-EB-A3Y6 TCGA-EB-A41A TCGA-EB-A41B TCGA-EB-A42Z TCGA-EE-A29C 
      176.55         0.53         0.26         0.10         0.39        47.84 
TCGA-EE-A29E TCGA-EE-A2A6 TCGA-EE-A2GP TCGA-EE-A2ME TCGA-EE-A2MG TCGA-EE-A2MM 
       39.62        58.75        13.87       103.27       103.17       167.87 
TCGA-ER-A19D TCGA-FS-A1YW TCGA-FS-A1YX TCGA-FS-A1YY TCGA-FS-A1ZE TCGA-FS-A1ZG 
       12.59       216.92        48.59       228.59        40.27         9.70 
TCGA-FS-A1ZJ TCGA-FS-A1ZY TCGA-FS-A4F0 TCGA-GN-A266 
       47.38        27.06        77.79        10.09 

$`DEL PEAK 29(22Q12.1) WILD-TYPE`
TCGA-D3-A1Q1 TCGA-D3-A1Q5 TCGA-D3-A1Q6 TCGA-D3-A1Q7 TCGA-D3-A1Q9 TCGA-D3-A2J6 
       16.57       112.54        71.80       121.22        31.59        43.40 
TCGA-D3-A2J8 TCGA-D3-A2J9 TCGA-D3-A2JD TCGA-D3-A2JK TCGA-D3-A3C6 TCGA-D3-A3CC 
       65.49        23.77        11.87        12.10        58.03        71.24 
TCGA-D3-A3CE TCGA-D3-A3CF TCGA-D3-A3MO TCGA-D3-A3MV TCGA-D9-A148 TCGA-D9-A1JW 
       60.23        24.53         9.30        21.47       148.31         2.70 
TCGA-D9-A1X3 TCGA-D9-A3Z4 TCGA-DA-A1HV TCGA-DA-A1HW TCGA-DA-A1HY TCGA-DA-A1I0 
        7.79         3.88        48.89        36.03       117.17        20.38 
TCGA-DA-A1I1 TCGA-DA-A1I4 TCGA-DA-A1I5 TCGA-DA-A1I7 TCGA-DA-A1I8 TCGA-DA-A1IA 
      194.83        35.93       107.34        61.18        53.92        65.92 
TCGA-DA-A1IB TCGA-DA-A1IC TCGA-DA-A3F2 TCGA-DA-A3F3 TCGA-DA-A3F5 TCGA-DA-A3F8 
       23.44        68.09        28.60        10.49       215.44        15.68 
TCGA-EB-A1NK TCGA-EB-A24C TCGA-EB-A24D TCGA-EB-A3HV TCGA-EB-A3XB TCGA-EB-A3XC 
        0.53         0.43         1.35         1.28         1.18         0.30 
TCGA-EB-A3XF TCGA-EB-A42Y TCGA-EE-A17X TCGA-EE-A17Z TCGA-EE-A181 TCGA-EE-A182 
        0.13         0.20        29.82         8.65        33.73        14.70 
TCGA-EE-A183 TCGA-EE-A185 TCGA-EE-A20B TCGA-EE-A20F TCGA-EE-A20H TCGA-EE-A29A 
       26.86         4.93       109.64        78.87       168.26        63.32 
TCGA-EE-A29D TCGA-EE-A29H TCGA-EE-A29L TCGA-EE-A29M TCGA-EE-A29N TCGA-EE-A29P 
       13.97        32.19         2.56        44.35        18.58        56.42 
TCGA-EE-A29Q TCGA-EE-A29R TCGA-EE-A29S TCGA-EE-A29T TCGA-EE-A29V TCGA-EE-A29X 
       37.35        14.47        55.89       345.96        25.87        17.92 
TCGA-EE-A2A0 TCGA-EE-A2A1 TCGA-EE-A2A2 TCGA-EE-A2A5 TCGA-EE-A2GB TCGA-EE-A2GC 
       46.82        78.94        24.43        39.25        47.54        43.23 
TCGA-EE-A2GD TCGA-EE-A2GE TCGA-EE-A2GH TCGA-EE-A2GI TCGA-EE-A2GJ TCGA-EE-A2GK 
      314.53       135.91       182.01        22.55        89.33        54.71 
TCGA-EE-A2GL TCGA-EE-A2GM TCGA-EE-A2GN TCGA-EE-A2GO TCGA-EE-A2GR TCGA-EE-A2GS 
       55.00        75.48        90.94       101.95        14.30        55.59 
TCGA-EE-A2GT TCGA-EE-A2GU TCGA-EE-A2M5 TCGA-EE-A2M6 TCGA-EE-A2M7 TCGA-EE-A2M8 
       19.56        67.13        21.67       129.24        28.80        19.76 
TCGA-EE-A2MC TCGA-EE-A2MD TCGA-EE-A2MH TCGA-EE-A2MI TCGA-EE-A2MJ TCGA-EE-A2MK 
       61.51        47.28        16.96       204.62        96.23       144.76 
TCGA-EE-A2ML TCGA-EE-A2MN TCGA-EE-A2MP TCGA-EE-A2MQ TCGA-EE-A2MR TCGA-EE-A2MS 
      203.01        47.54       248.61        43.23       103.56       136.44 
TCGA-EE-A2MT TCGA-EE-A2MU TCGA-EE-A3AA TCGA-EE-A3AB TCGA-EE-A3AC TCGA-EE-A3AD 
       41.59        53.26         4.24       122.73        25.84         3.68 
TCGA-EE-A3AE TCGA-EE-A3AF TCGA-EE-A3AG TCGA-EE-A3AH TCGA-ER-A19F TCGA-ER-A19J 
       26.73        13.81        23.47       138.77        26.37         6.41 
TCGA-ER-A19L TCGA-ER-A19M TCGA-ER-A19N TCGA-ER-A1A1 TCGA-ER-A3ET TCGA-ER-A3PL 
      131.08        61.05        44.05        79.99        80.32        33.21 
TCGA-FR-A2OS TCGA-FR-A3R1 TCGA-FR-A3YN TCGA-FR-A44A TCGA-FS-A1Z0 TCGA-FS-A1Z3 
       12.10        10.09        80.48       160.60       202.62        20.91 
TCGA-FS-A1Z4 TCGA-FS-A1Z7 TCGA-FS-A1ZA TCGA-FS-A1ZB TCGA-FS-A1ZC TCGA-FS-A1ZD 
       28.08         7.76        27.68        48.85       357.37        53.52 
TCGA-FS-A1ZF TCGA-FS-A1ZH TCGA-FS-A1ZK TCGA-FS-A1ZM TCGA-FS-A1ZN TCGA-FS-A1ZP 
       15.45        32.71        23.93       101.26        24.00        74.73 
TCGA-FS-A1ZQ TCGA-FS-A1ZR TCGA-FS-A1ZS TCGA-FS-A1ZT TCGA-FS-A1ZU TCGA-FS-A1ZW 
      133.55        11.41       148.77        53.16        26.56        49.48 
TCGA-FS-A1ZZ TCGA-FS-A4F2 TCGA-FS-A4F9 TCGA-FS-A4FC TCGA-FW-A3I3 TCGA-FW-A3R5 
       27.02        50.14        12.43        49.45         0.20        22.98 
TCGA-FW-A3TU TCGA-GF-A2C7 TCGA-GN-A261 TCGA-GN-A262 TCGA-GN-A263 TCGA-GN-A264 
       47.54         0.03        76.41       120.46        15.35       117.93 
TCGA-GN-A265 TCGA-GN-A267 TCGA-GN-A268 TCGA-GN-A269 TCGA-GN-A26A TCGA-GN-A26C 
       84.72        64.41        62.76         5.59        32.48        26.99 
TCGA-GN-A26D TCGA-IH-A3EA 
       39.58        17.23 

  DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE 
                          0.10                           0.03 
  DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE 
                        228.59                         357.37 
  DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE 
                        39.945                         42.410 
[1] "0.1 - 228.6 (39.9)" "0.0 - 357.4 (42.4)"
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 29(22Q12.1) MUTATED"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 29(22Q12.1) MUTATED"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 29(22Q12.1) MUTATED"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 29(22Q12.1) MUTATED"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q1                     TCGA-D3-A1Q5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q6                     TCGA-D3-A1Q7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A1Q8                     TCGA-D3-A1Q9 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J6                     TCGA-D3-A2J8 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2J9                     TCGA-D3-A2JD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A2JF                     TCGA-D3-A2JK 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3C6                     TCGA-D3-A3CC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3CE                     TCGA-D3-A3CF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D3-A3MO                     TCGA-D3-A3MV 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-D9-A148                     TCGA-D9-A149 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A1JW                     TCGA-D9-A1JX 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A1X3                     TCGA-D9-A3Z1 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-D9-A3Z3                     TCGA-D9-A3Z4 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1HV                     TCGA-DA-A1HW 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1HY                     TCGA-DA-A1I0 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I1                     TCGA-DA-A1I2 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-DA-A1I4                     TCGA-DA-A1I5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1I7                     TCGA-DA-A1I8 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IA                     TCGA-DA-A1IB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A1IC                     TCGA-DA-A3F2 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F3                     TCGA-DA-A3F5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-DA-A3F8                     TCGA-EB-A1NK 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A24C                     TCGA-EB-A24D 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3HV                     TCGA-EB-A3XB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3XC                     TCGA-EB-A3XF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A3Y6                     TCGA-EB-A41A 
  "DEL PEAK 29(22Q12.1) MUTATED"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EB-A41B                     TCGA-EB-A42Y 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EB-A42Z                     TCGA-EE-A17X 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A17Z                     TCGA-EE-A181 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A182                     TCGA-EE-A183 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A185                     TCGA-EE-A20B 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A20F                     TCGA-EE-A20H 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29A                     TCGA-EE-A29C 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A29D                     TCGA-EE-A29E 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A29H                     TCGA-EE-A29L 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29M                     TCGA-EE-A29N 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29P                     TCGA-EE-A29Q 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29R                     TCGA-EE-A29S 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29T                     TCGA-EE-A29V 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A29X                     TCGA-EE-A2A0 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A1                     TCGA-EE-A2A2 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2A5                     TCGA-EE-A2A6 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A2GB                     TCGA-EE-A2GC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GD                     TCGA-EE-A2GE 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GH                     TCGA-EE-A2GI 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GJ                     TCGA-EE-A2GK 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GL                     TCGA-EE-A2GM 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GN                     TCGA-EE-A2GO 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GP                     TCGA-EE-A2GR 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GS                     TCGA-EE-A2GT 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2GU                     TCGA-EE-A2M5 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M6                     TCGA-EE-A2M7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2M8                     TCGA-EE-A2MC 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MD                     TCGA-EE-A2ME 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-EE-A2MG                     TCGA-EE-A2MH 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MI                     TCGA-EE-A2MJ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MK                     TCGA-EE-A2ML 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MM                     TCGA-EE-A2MN 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MP                     TCGA-EE-A2MQ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MR                     TCGA-EE-A2MS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A2MT                     TCGA-EE-A2MU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AA                     TCGA-EE-A3AB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AC                     TCGA-EE-A3AD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AE                     TCGA-EE-A3AF 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-EE-A3AG                     TCGA-EE-A3AH 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19D                     TCGA-ER-A19F 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19J                     TCGA-ER-A19L 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A19M                     TCGA-ER-A19N 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A1A1                     TCGA-ER-A3ET 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-ER-A3PL                     TCGA-FR-A2OS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FR-A3R1                     TCGA-FR-A3YN 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FR-A44A                     TCGA-FS-A1YW 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1YX                     TCGA-FS-A1YY 
  "DEL PEAK 29(22Q12.1) MUTATED"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1Z0                     TCGA-FS-A1Z3 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1Z4                     TCGA-FS-A1Z7 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZA                     TCGA-FS-A1ZB 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZC                     TCGA-FS-A1ZD 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZE                     TCGA-FS-A1ZF 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZG                     TCGA-FS-A1ZH 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZJ                     TCGA-FS-A1ZK 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZM                     TCGA-FS-A1ZN 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZP                     TCGA-FS-A1ZQ 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZR                     TCGA-FS-A1ZS 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZT                     TCGA-FS-A1ZU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A1ZW                     TCGA-FS-A1ZY 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A1ZZ                     TCGA-FS-A4F0 
"DEL PEAK 29(22Q12.1) WILD-TYPE"   "DEL PEAK 29(22Q12.1) MUTATED" 
                    TCGA-FS-A4F2                     TCGA-FS-A4F9 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FS-A4FC                     TCGA-FW-A3I3 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-FW-A3R5                     TCGA-FW-A3TU 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GF-A2C7                     TCGA-GN-A261 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A262                     TCGA-GN-A263 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A264                     TCGA-GN-A265 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A266                     TCGA-GN-A267 
  "DEL PEAK 29(22Q12.1) MUTATED" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A268                     TCGA-GN-A269 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A26A                     TCGA-GN-A26C 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
                    TCGA-GN-A26D                     TCGA-IH-A3EA 
"DEL PEAK 29(22Q12.1) WILD-TYPE" "DEL PEAK 29(22Q12.1) WILD-TYPE" 
[1] "hr=" "1.1"
D51V2, continuous
                                vv
clus                             DISTANT METASTASIS PRIMARY TUMOR
  DEL PEAK 29(22Q12.1) MUTATED                    4             4
  DEL PEAK 29(22Q12.1) WILD-TYPE                 23            22
                                vv
clus                             REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)
  DEL PEAK 29(22Q12.1) MUTATED                                                                                          6
  DEL PEAK 29(22Q12.1) WILD-TYPE                                                                                       31
                                vv
clus                             REGIONAL LYMPH NODE
  DEL PEAK 29(22Q12.1) MUTATED                    14
  DEL PEAK 29(22Q12.1) WILD-TYPE                  98
D51V3, multiclass
                                                                                          clus
vv                                                                                         DEL PEAK 29(22Q12.1) MUTATED
  DISTANT METASTASIS                                                                                                  4
  PRIMARY TUMOR                                                                                                       4
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                            6
  REGIONAL LYMPH NODE                                                                                                14
                                                                                          clus
vv                                                                                         DEL PEAK 29(22Q12.1) WILD-TYPE
  DISTANT METASTASIS                                                                                                   23
  PRIMARY TUMOR                                                                                                        22
  REGIONAL CUTANEOUS OR SUBCUTANEOUS TISSUE (INCLUDES SATELLITE AND IN-TRANSIT METASTASIS)                             31
  REGIONAL LYMPH NODE                                                                                                  98
D51V4, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 29(22Q12.1) MUTATED     11   17
  DEL PEAK 29(22Q12.1) WILD-TYPE   65  109
        clus
vv       DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE
  FEMALE                           11                             65
  MALE                             17                            109
D51V5, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 29(22Q12.1) MUTATED      0   28
  DEL PEAK 29(22Q12.1) WILD-TYPE    3  171
     clus
vv    DEL PEAK 29(22Q12.1) MUTATED DEL PEAK 29(22Q12.1) WILD-TYPE
  NO                             0                              3
  YES                           28                            171
                                vv
clus                              M0  M1 M1A M1B M1C
  DEL PEAK 29(22Q12.1) MUTATED    26   0   0   1   0
  DEL PEAK 29(22Q12.1) WILD-TYPE 150   2   2   1   3
D51V6, multiclass
                                vv
clus                             N0 N1 N1A N1B N2 N2A N2B N2C N3 NX
  DEL PEAK 29(22Q12.1) MUTATED   17  0   1   4  0   0   2   0  2  1
  DEL PEAK 29(22Q12.1) WILD-TYPE 93  2   7  13  1   5  12   6 17  4
D51V7, multiclass
D51V8, continuous
                                vv
clus                             I OR II NOS STAGE I STAGE IA STAGE IB STAGE II
  DEL PEAK 29(22Q12.1) MUTATED             0       5        2        3        0
  DEL PEAK 29(22Q12.1) WILD-TYPE           4      12        8       12       20
                                vv
clus                             STAGE IIA STAGE IIB STAGE IIC STAGE III
  DEL PEAK 29(22Q12.1) MUTATED           1         2         4         0
  DEL PEAK 29(22Q12.1) WILD-TYPE         8         8        19         9
                                vv
clus                             STAGE IIIA STAGE IIIB STAGE IIIC STAGE IV
  DEL PEAK 29(22Q12.1) MUTATED            0          3          4        1
  DEL PEAK 29(22Q12.1) WILD-TYPE          7         18         23        6
D51V9, multiclass
                                    V1.D 
                         "Time to Death" 
                                      V2 
                                   "AGE" 
                                      V3 
               "PRIMARY.SITE.OF.DISEASE" 
                                      V4 
                                "GENDER" 
                                      V5 
"RADIATIONS.RADIATION.REGIMENINDICATION" 
                                      V6 
                    "DISTANT.METASTASIS" 
                                      V7 
                 "LYMPH.NODE.METASTASIS" 
                                      V8 
                       "TUMOR.STAGECODE" 
                                      V9 
                 "NEOPLASM.DISEASESTAGE" 
> q(save="no")
