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

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> source("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/12/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/12/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/BLCA-TP/4426325/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPicker/BLCA-TP/4392299/BLCA-TP.clin.merged.picked.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=1", "-cQ=0.25", "-MF=ONLYSIG", "-oT=BLCA-TP", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "terrence_modification_tag"
[1] TRUE
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=BLCA-TP"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  
[1] "cfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPicker/BLCA-TP/4392299/BLCA-TP.clin.merged.picked.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/BLCA-TP/4426325/transformed.cor.cli.txt"

nPatients in clinical file=158, in cluster file=182, common to both=152
[1]  66 152
[1] "AMP PEAK  1(1P34.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE 
                           46                           106 
  AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE 
                           46                           106 
[1] "AMP PEAK  2(1Q21.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                           78                            74 
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                           78                            74 
[1] "AMP PEAK  3(1Q23.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE 
                           84                            68 
  AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE 
                           84                            68 
[1] "AMP PEAK  4(3P25.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE 
                           73                            79 
  AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE 
                           73                            79 
[1] "AMP PEAK  5(3Q26.32) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE 
                            84                             68 
  AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE 
                            84                             68 
[1] "AMP PEAK  6(4P16.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                           34                           118 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                           34                           118 
[1] "AMP PEAK  7(4Q13.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE 
                           25                           127 
  AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE 
                           25                           127 
[1] "AMP PEAK  8(5P15.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE 
                           72                            80 
  AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE 
                           72                            80 
[1] "AMP PEAK  9(6P22.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE 
                           63                            89 
  AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE 
                           63                            89 
[1] "AMP PEAK 10(6Q12) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE 
                         26                         126 
  AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE 
                         26                         126 
[1] "AMP PEAK 11(6Q21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE 
                         17                         135 
  AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE 
                         17                         135 
[1] "AMP PEAK 12(7P21.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE 
                           74                            78 
  AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE 
                           74                            78 
[1] "AMP PEAK 13(7P11.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE 
                           77                            75 
  AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE 
                           77                            75 
[1] "AMP PEAK 14(8P11.23) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE 
                            49                            103 
  AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE 
                            49                            103 
[1] "AMP PEAK 15(8P11.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE 
                            49                            103 
  AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE 
                            49                            103 
[1] "AMP PEAK 16(8Q22.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE 
                           98                            54 
  AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE 
                           98                            54 
[1] "AMP PEAK 17(8Q24.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE 
                            94                             58 
  AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE 
                            94                             58 
[1] "AMP PEAK 18(10P15.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE 
                            62                             90 
  AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE 
                            62                             90 
[1] "AMP PEAK 19(11Q13.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE 
                            59                             93 
  AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE 
                            59                             93 
[1] "AMP PEAK 20(11Q22.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE 
                            26                            126 
  AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE 
                            26                            126 
[1] "AMP PEAK 21(12Q15) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE 
                          48                          104 
  AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE 
                          48                          104 
[1] "AMP PEAK 22(13Q22.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE 
                            50                            102 
  AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE 
                            50                            102 
[1] "AMP PEAK 23(16P12.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE 
                            40                            112 
  AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE 
                            40                            112 
[1] "AMP PEAK 24(17Q11.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE 
                            69                             83 
  AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE 
                            69                             83 
[1] "AMP PEAK 25(17Q12) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE 
                          65                           87 
  AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE 
                          65                           87 
[1] "AMP PEAK 26(19Q12) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE 
                          65                           87 
  AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE 
                          65                           87 
[1] "AMP PEAK 27(19Q13.43) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE 
                             63                              89 
  AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE 
                             63                              89 
[1] "AMP PEAK 28(20Q11.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE 
                            106                              46 
  AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE 
                            106                              46 
[1] "AMP PEAK 29(22Q11.23) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE 
                             34                             118 
  AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE 
                             34                             118 
[1] "DEL PEAK  1(1P36.11) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE 
                            30                            122 
  DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE 
                            30                            122 
[1] "DEL PEAK  2(1Q32.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE 
                           31                           121 
  DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE 
                           31                           121 
[1] "DEL PEAK  3(2Q22.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                           46                           106 
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                           46                           106 
[1] "DEL PEAK  4(2Q34) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE 
                         66                          86 
  DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE 
                         66                          86 
[1] "DEL PEAK  5(2Q37.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE 
                           77                            75 
  DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE 
                           77                            75 
[1] "DEL PEAK  6(3P21.31) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE 
                            48                            104 
  DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE 
                            48                            104 
[1] "DEL PEAK  7(3P14.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE 
                           48                           104 
  DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE 
                           48                           104 
[1] "DEL PEAK  8(3P12.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE 
                           42                           110 
  DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE 
                           42                           110 
[1] "DEL PEAK  9(4Q22.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE 
                           56                            96 
  DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE 
                           56                            96 
[1] "DEL PEAK 10(4Q34.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE 
                           64                            88 
  DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE 
                           64                            88 
[1] "DEL PEAK 11(5Q11.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE 
                           77                            75 
  DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE 
                           77                            75 
[1] "DEL PEAK 12(5Q35.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE 
                           74                            78 
  DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE 
                           74                            78 
[1] "DEL PEAK 13(6P25.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE 
                           43                           109 
  DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE 
                           43                           109 
[1] "DEL PEAK 14(6Q21) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE 
                         66                          86 
  DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE 
                         66                          86 
[1] "DEL PEAK 15(6Q27) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE 
                         66                          86 
  DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE 
                         66                          86 
[1] "DEL PEAK 16(8P23.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE 
                           81                            71 
  DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE 
                           81                            71 
[1] "DEL PEAK 17(8P12) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE 
                         72                          80 
  DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE 
                         72                          80 
[1] "DEL PEAK 18(9P23) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                         68                          84 
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                         68                          84 
[1] "DEL PEAK 19(9P21.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                           88                            64 
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                           88                            64 
[1] "DEL PEAK 20(9Q22.33) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE 
                            60                             92 
  DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE 
                            60                             92 
[1] "DEL PEAK 21(10P11.22) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE 
                             32                             120 
  DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE 
                             32                             120 
[1] "DEL PEAK 22(10Q23.31) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE 
                             64                              88 
  DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE 
                             64                              88 
[1] "DEL PEAK 23(11P15.5) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE 
                            74                             78 
  DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE 
                            74                             78 
[1] "DEL PEAK 24(11Q25) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE 
                          49                          103 
  DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE 
                          49                          103 
[1] "DEL PEAK 25(13Q14.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE 
                            61                             91 
  DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE 
                            61                             91 
[1] "DEL PEAK 26(14Q12) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE 
                          45                          107 
  DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE 
                          45                          107 
[1] "DEL PEAK 27(14Q24.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE 
                            46                            106 
  DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE 
                            46                            106 
[1] "DEL PEAK 28(15Q13.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE 
                            58                             94 
  DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE 
                            58                             94 
[1] "DEL PEAK 29(16P13.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE 
                            57                             95 
  DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE 
                            57                             95 
[1] "DEL PEAK 30(16Q23.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                            44                            108 
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                            44                            108 
[1] "DEL PEAK 31(17P12) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE 
                          79                           73 
  DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE 
                          79                           73 
[1] "DEL PEAK 32(18Q23) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE 
                          65                           87 
  DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE 
                          65                           87 
[1] "DEL PEAK 33(19P13.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE 
                            58                             94 
  DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE 
                            58                             94 
[1] "DEL PEAK 34(22Q13.31) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE 
                             60                              92 
  DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE 
                             60                              92 
[1] "DEL PEAK 35(XP11.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE 
                           40                           112 
  DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE 
                           40                           112 
[1] "DEL PEAK 36(XQ21.33) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE 
                            34                            118 
  DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE 
                            34                            118 
[1] "DEL PEAK 37(XQ23) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE 
                         33                         119 
  DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE 
                         33                         119 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "YEARSTOBIRTH"                          
 [2] "VITALSTATUS"                           
 [3] "DAYSTODEATH"                           
 [4] "DAYSTOLASTFOLLOWUP"                    
 [5] "PRIMARYSITEOFDESEASE"                  
 [6] "NEOPLASM.DISEASESTAGE"                 
 [7] "PATHOLOGY.T.STAGE"                     
 [8] "PATHOLOGY.N.STAGE"                     
 [9] "PATHOLOGY.M.STAGE"                     
[10] "DCCUPLOADDATE"                         
[11] "GENDER"                                
[12] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
[13] "DAYSTOLASTKNOWNALIVE"                  
[14] "RADIATIONTHERAPY"                      
[15] "KARNOFSKYPERFORMANCESCORE"             
[16] "HISTOLOGICALTYPE"                      
[17] "RADIATIONS.RADIATION.REGIMENINDICATION"
[18] "NUMBERPACKYEARSSMOKED"                 
[19] "NUMBER.OF.LYMPH.NODES"                 
[20] "BATCHNUMBER"                           

Input Data has 20 rows and 152 columns.

[1] "Batch" "20"   
[1] "Last Follow UP"
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
        1219           NA           NA           NA           NA          363 
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
          NA           NA           NA           NA           NA           NA 
TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA 
          NA           NA           NA           NA           NA          179 
TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 
         111           NA           63          304           NA           59 
TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A3MF TCGA-CF-A3MG 
         700           14           13           21           NA           NA 
TCGA-CF-A3MH TCGA-CF-A3MI TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
          NA           NA            4            2            3            2 
TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ 
           3            3           NA           NA          219          166 
TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 
         158          246           NA           77           NA          955 
TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE 
         560          578          271         3980         3420          491 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 
         536          475           55          322           NA         3767 
TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ 
        2655           67          121          238           NA          319 
TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX 
        1529          459          609           NA          252           NA 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3X6 TCGA-E7-A3Y1 
        3989         1248           NA         1326           NA            3 
TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 
          15           16           17           17          268          477 
TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
          NA          209           NA          336          272          483 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
         974           NA          334          186          207           NA 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U 
         138           NA           NA           59          240          208 
TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF 
         461          216          106          124           NA         1884 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
         931          172           NA         1072          525          214 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB 
          NA           25           87           68           40          137 
TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP 
          42           31           76           33          234           64 
TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV 
          95          638          194          230           98          133 
TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QG TCGA-GV-A3QH 
         195          187          173          232           NA          237 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ 
         125          202          194          162           46          204 
TCGA-HQ-A2OE TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
          NA          265          104          141           76          197 
TCGA-LT-A5Z6 TCGA-MV-A51V 
         104          112 
Variable 1:'AGE':	nDistinctValues=45,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 3:'DAYSTODEATH':	nDistinctValues=41,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'DAYSTOLASTFOLLOWUP':	nDistinctValues=102,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 5:'PRIMARY.SITE.OF.DISEASE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 6:'NEOPLASM.DISEASESTAGE':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'PATHOLOGY.T.STAGE':	nDistinctValues=10,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'PATHOLOGY.N.STAGE':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'PATHOLOGY.M.STAGE':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'DCCUPLOADDAY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 11:'GENDER':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'DAYOFINITIALPATHOLOGICDIAGNOSIS':	nDistinctValues=14,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 13:'DAYSTOLASTKNOWNALIVE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 14:'RADIATION.THERAPY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 15:'KARNOFSKY.PERFORMANCE.SCORE':	nDistinctValues=7,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 16:'HISTOLOGICAL.TYPE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 17:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 18:'NUMBERPACKYEARSSMOKED':	nDistinctValues=37,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 19:'NUMBER.OF.LYMPH.NODES':	nDistinctValues=13,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 20:'BATCH.NUMBER':	nDistinctValues=18,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                         "NEOPLASM.DISEASESTAGE"      
[3] "PATHOLOGY.T.STAGE"           "PATHOLOGY.N.STAGE"          
[5] "PATHOLOGY.M.STAGE"           "GENDER"                     
[7] "KARNOFSKY.PERFORMANCE.SCORE" "NUMBERPACKYEARSSMOKED"      
[9] "NUMBER.OF.LYMPH.NODES"      
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T" "3"          
[1] "PATHOLOGY.N" "4"          
Output Data has 152 columns, 1 survival variables, and 9 non-survival variables.
AGE, nv=45, binary=FALSE, numeric=TRUE
NEOPLASM.DISEASESTAGE, nv=4, binary=FALSE, numeric=FALSE
PATHOLOGY.T.STAGE, nv=5, binary=FALSE, numeric=TRUE
[1] "grepl('PATHOLOGY.T',vnm)"
vv
T0 T1 T2 T3 T4 
 1  1 42 69 22 
[1] "table(vv)"
vv
T0+T1+T2       T3       T4 
      44       69       22 
$ClinVariableName
[1] "PATHOLOGY.T.STAGE"

$Table
vv
T0 T1 T2 T3 T4 
 1  1 42 69 22 

$nClasses
[1] 3

$ClinVariableType
[1] "multiclass(3)"


T0+T1+T2       T3       T4 
      44       69       22 
PATHOLOGY.N.STAGE, nv=4, binary=FALSE, numeric=TRUE
[1] "grepl('PATHOLOGY.N',vnm)"
vv
N0 N1 N2 N3 
91 14 27  5 
[1] "table(vv)"
vv
N0 N1 N2 N3 
91 14 27  5 
$ClinVariableName
[1] "PATHOLOGY.N.STAGE"

$Table
vv
N0 N1 N2 N3 
91 14 27  5 

$nClasses
[1] 4

$ClinVariableType
[1] "multiclass(4)"


N0 N1 N2 N3 
91 14 27  5 
PATHOLOGY.M.STAGE, nv=3, binary=FALSE, numeric=FALSE
GENDER, nv=2, binary=FALSE, numeric=FALSE
KARNOFSKY.PERFORMANCE.SCORE, nv=7, binary=FALSE, numeric=TRUE
NUMBERPACKYEARSSMOKED, nv=37, binary=FALSE, numeric=TRUE
NUMBER.OF.LYMPH.NODES, nv=13, binary=FALSE, numeric=TRUE

Clustering(1) Variable = AMP PEAK  1(1P34.3) MUTATION ANALYSIS
D1V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  1(1P34.3) MUTATED   31 14
  AMP PEAK  1(1P34.3) WILD-TYPE 72 28
  AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE 
                           45                           100 
  AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE 
                           14                            28 
$`AMP PEAK  1(1P34.3) MUTATED`
TCGA-BT-A20J TCGA-BT-A20R TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E 
       19.00         5.06         5.88         3.65         2.07         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CU-A0YN TCGA-CU-A3QU TCGA-DK-A1A3 
        8.98         1.94         0.43        12.92         5.19         2.53 
TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A3IL TCGA-DK-A3IM 
       18.41         8.91        10.59       123.85         3.98         7.82 
TCGA-DK-A3IN TCGA-DK-A3IU TCGA-DK-A3X2 TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 
        8.22        20.02        17.98         0.56         0.56         8.94 
TCGA-FD-A3B7 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SR TCGA-FD-A3SS 
        4.01        32.02        24.30        10.98        19.79         1.94 
TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FJ-A3ZF TCGA-G2-A2EL TCGA-G2-A3IE TCGA-GC-A3OO 
        7.89        15.16         4.08        26.93        20.12         1.32 
TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OS TCGA-GU-A42P TCGA-GV-A3JW 
        1.02         1.08         7.69        20.98         6.38         6.41 
TCGA-GV-A40G TCGA-K4-A3WV TCGA-MV-A51V 
        5.33         4.64         3.68 

$`AMP PEAK  1(1P34.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U 
       32.84        12.16        17.85        19.46        14.89        14.93 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A3PH TCGA-C4-A0F6 TCGA-CF-A1HR 
        5.06         8.35         8.25         4.64        23.01         0.46 
TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X 
        0.69         0.13         0.07         0.10         0.07         0.10 
TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 
        0.10         4.90         7.20         5.46         8.09         1.84 
TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE 
        2.14        31.40        19.00       130.85       112.44        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3IK 
       17.62        15.62         1.81         7.76        87.29         2.20 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX 
       10.49        50.27        15.09         9.67         8.28        10.55 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ 
      131.15        41.03        43.59         0.10         0.49         0.53 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
        8.81        15.68         6.87        11.05         8.94        15.88 
TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43U 
        6.12         6.81         5.49         4.54        46.78         6.84 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK 
        7.10         3.48         3.22        61.94        30.61         5.65 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 
       35.24        17.26         7.04         0.82         2.86         2.24 
TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GU-A42Q 
        4.50         1.38         2.50         2.10         3.12         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH 
        3.22         4.37         6.15         5.69         7.63         7.79 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS 
        4.11         6.64         6.38         1.51         6.71         8.71 
TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        3.42         2.50         6.48         3.42 

  AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE 
                         0.43                          0.07 
  AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE 
                       123.85                        131.15 
  AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE 
                        7.690                         6.825 
[1] "0.4 - 123.8 (7.7)" "0.1 - 131.2 (6.8)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  1(1P34.3) MUTATED"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  1(1P34.3) WILD-TYPE"   "AMP PEAK  1(1P34.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  1(1P34.3) MUTATED" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  1(1P34.3) WILD-TYPE" "AMP PEAK  1(1P34.3) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  1(1P34.3) MUTATED" 
[1] "hr=" "1.1"
D1V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  1(1P34.3) MUTATED         0       15        11       18
  AMP PEAK  1(1P34.3) WILD-TYPE       2       34        38       30
D1V3, multiclass
           clus
vv          AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           15                            34
  STAGE III                          11                            38
  STAGE IV                           18                            30
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  1(1P34.3) MUTATED         16 20  6
  AMP PEAK  1(1P34.3) WILD-TYPE       28 49 16
D1V4, multiclass
          clus
vv         AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE
  T0+T1+T2                          16                            28
  T3                                20                            49
  T4                                 6                            16
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  1(1P34.3) MUTATED   24  7 10  1
  AMP PEAK  1(1P34.3) WILD-TYPE 67  7 17  4
D1V5, multiclass
    clus
vv   AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE
  N0                          24                            67
  N1                           7                             7
  N2                          10                            17
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  AMP PEAK  1(1P34.3) MUTATED   25  2 19
  AMP PEAK  1(1P34.3) WILD-TYPE 65  3 37
D1V6, multiclass
    clus
vv   AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE
  M0                          25                            65
  M1                           2                             3
  MX                          19                            37
D1V7, binary
                               cls
clus                             0  1
  AMP PEAK  1(1P34.3) MUTATED   13 33
  AMP PEAK  1(1P34.3) WILD-TYPE 23 83
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  1(1P34.3) MUTATED     13   33
  AMP PEAK  1(1P34.3) WILD-TYPE   23   83
        clus
vv       AMP PEAK  1(1P34.3) MUTATED AMP PEAK  1(1P34.3) WILD-TYPE
  FEMALE                          13                            23
  MALE                            33                            83
D1V8, continuous
D1V9, continuous
D1V10, continuous

Clustering(2) Variable = AMP PEAK  2(1Q21.3) MUTATION ANALYSIS
D2V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  2(1Q21.3) MUTATED   50 24
  AMP PEAK  2(1Q21.3) WILD-TYPE 53 18
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                           74                            71 
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                           24                            18 
$`AMP PEAK  2(1Q21.3) MUTATED`
TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20T 
        2.66         6.74        19.00        32.84         5.06        14.89 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD TCGA-C4-A0EZ TCGA-C4-A0F0 
        5.06         8.35         5.88         3.65         8.98         1.94 
TCGA-CF-A1HS TCGA-CF-A47V TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 
        0.43         0.10         5.46         5.19         1.84         2.53 
TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 
        2.14        18.41       130.85       112.44         1.81        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN 
        7.76       123.85         2.20         3.98         7.82         8.22 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 
       15.09        20.02        41.03        17.98        43.59         0.10 
TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B7 TCGA-FD-A3NA TCGA-FD-A3SJ 
        0.49         0.56         0.56         4.01        32.02        24.30 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N 
       10.98         6.12         5.49        19.79         1.94         7.89 
TCGA-FJ-A3Z7 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2ES TCGA-G2-A3IE 
       15.16         3.48         4.08         3.22        17.26        20.12 
TCGA-G2-A3VY TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 
        0.82         1.32         4.50         2.50         1.08         7.69 
TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GU-A42P TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX 
        2.10        20.98         6.38         4.37         6.41         6.15 
TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A40E TCGA-GV-A40G TCGA-K4-A3WS 
        5.69         7.63         4.11         6.38         5.33         8.71 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`AMP PEAK  2(1Q21.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P 
       40.08         7.33         6.58        11.93        12.16        17.85 
TCGA-BT-A20Q TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E 
       19.46        14.93         8.25         4.64         2.07         9.99 
TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47W 
       23.01         0.46         0.69         0.13         0.07         0.07 
TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3YL 
        0.10         0.10        12.92         4.90         7.20         8.09 
TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
       31.40        19.00         8.91        16.14        17.62        15.62 
TCGA-DK-A2I6 TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX 
       87.29        10.49        50.27         9.67         8.28        10.55 
TCGA-DK-A3WY TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 
      131.15         0.53         8.81        15.68         8.94         6.87 
TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3SN TCGA-FD-A3SP TCGA-FD-A3SQ 
       11.05         8.94        15.88         6.81         4.54        46.78 
TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
        6.84         7.10        61.94        30.61         5.65        26.93 
TCGA-G2-A2EO TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3RC TCGA-GC-A3RD 
       35.24         7.04         2.86         2.24         1.38         1.02 
TCGA-GD-A3OQ TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3QH TCGA-GV-A3QK TCGA-H4-A2HO 
        3.12         7.56         3.22         7.79         6.64         1.51 
TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        6.71         3.42         4.64         2.50         6.48 

  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                         0.10                          0.07 
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                        5.785                         7.790 
[1] "0.1 - 130.8 (5.8)" "0.1 - 131.2 (7.8)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  2(1Q21.3) MUTATED" 
[1] "hr=" "1.5"
D2V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  2(1Q21.3) MUTATED         0       23        21       32
  AMP PEAK  2(1Q21.3) WILD-TYPE       2       26        28       16
D2V3, multiclass
           clus
vv          AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           23                            26
  STAGE III                          21                            28
  STAGE IV                           32                            16
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  2(1Q21.3) MUTATED         20 39 11
  AMP PEAK  2(1Q21.3) WILD-TYPE       24 30 11
D2V4, multiclass
          clus
vv         AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  T0+T1+T2                          20                            24
  T3                                39                            30
  T4                                11                            11
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  2(1Q21.3) MUTATED   37 10 18  5
  AMP PEAK  2(1Q21.3) WILD-TYPE 54  4  9  0
D2V5, multiclass
    clus
vv   AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  N0                          37                            54
  N1                          10                             4
  N2                          18                             9
  N3                           5                             0
                               vv
clus                            M0 M1 MX
  AMP PEAK  2(1Q21.3) MUTATED   42  4 31
  AMP PEAK  2(1Q21.3) WILD-TYPE 48  1 25
D2V6, multiclass
    clus
vv   AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  M0                          42                            48
  M1                           4                             1
  MX                          31                            25
D2V7, binary
                               cls
clus                             0  1
  AMP PEAK  2(1Q21.3) MUTATED   18 60
  AMP PEAK  2(1Q21.3) WILD-TYPE 18 56
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  2(1Q21.3) MUTATED     18   60
  AMP PEAK  2(1Q21.3) WILD-TYPE   18   56
        clus
vv       AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  FEMALE                          18                            18
  MALE                            60                            56
D2V8, continuous
D2V9, continuous
D2V10, continuous

Clustering(3) Variable = AMP PEAK  3(1Q23.3) MUTATION ANALYSIS
D3V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  3(1Q23.3) MUTATED   58 22
  AMP PEAK  3(1Q23.3) WILD-TYPE 45 20
  AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE 
                           80                            65 
  AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE 
                           22                            20 
$`AMP PEAK  3(1Q23.3) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20T 
       40.08         2.66         6.74        19.00        32.84        14.89 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK 
        5.06         8.35         5.88         3.65         4.64         2.07 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CF-A47V TCGA-CU-A0YR TCGA-CU-A3KJ 
        8.98         1.94         0.43         0.10         7.20         5.46 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD 
        1.84         2.53         2.14        18.41       130.85       112.44 
TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL 
       10.59         7.76       123.85        87.29         2.20         3.98 
TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3X1 
        7.82         8.22        50.27        15.09        20.02        41.03 
TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE 
       17.98        43.59         0.10         0.49         0.56         0.56 
TCGA-FD-A3B4 TCGA-FD-A3B7 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM 
       15.68         4.01        32.02        24.30        10.98         6.12 
TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z7 
        5.49         4.54        19.79         1.94         7.89        15.16 
TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A3VY TCGA-GC-A3OO 
        3.48         4.08         3.22        61.94         0.82         1.32 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GU-A42P 
        2.50         1.08         7.69         2.10        20.98         6.38 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QI 
        4.37         6.41         6.15         5.69         7.63         4.11 
TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AC 
        5.33         1.51         6.71         8.71         3.42         6.48 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`AMP PEAK  3(1Q23.3) WILD-TYPE`
TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q 
        7.33         6.58        11.93        12.16        17.85        19.46 
TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A42E TCGA-C4-A0F6 TCGA-CF-A1HR 
        5.06        14.93         8.25         9.99        23.01         0.46 
TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y 
        0.69         0.13         0.07         0.07         0.10         0.10 
TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A6 TCGA-DK-A1AA 
       12.92         4.90         5.19         8.09        31.40        19.00 
TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A3IQ 
        8.91        16.14        17.62        15.62         1.81        10.49 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E7-A4XJ TCGA-FD-A3B3 
        9.67         8.28        10.55       131.15         0.53         8.81 
TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3SN 
        8.94         6.87        11.05         8.94        15.88         6.81 
TCGA-FD-A3SQ TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
       46.78         6.84         7.10        30.61         5.65        26.93 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3BM TCGA-GC-A3I6 
       35.24        17.26         7.04        20.12         2.86         2.24 
TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GD-A3OQ TCGA-GU-A42Q TCGA-GU-A42R 
        4.50         1.38         1.02         3.12         7.56         3.22 
TCGA-GV-A3QH TCGA-GV-A3QK TCGA-GV-A40E TCGA-K4-A3WV TCGA-K4-A4AB 
        7.79         6.64         6.38         4.64         2.50 

  AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE 
                         0.10                          0.07 
  AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE 
                        6.135                         7.790 
[1] "0.1 - 130.8 (6.1)" "0.1 - 131.2 (7.8)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  3(1Q23.3) MUTATED" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  3(1Q23.3) WILD-TYPE"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  3(1Q23.3) WILD-TYPE" "AMP PEAK  3(1Q23.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  3(1Q23.3) MUTATED"   "AMP PEAK  3(1Q23.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  3(1Q23.3) MUTATED" 
[1] "hr=" "1.1"
D3V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  3(1Q23.3) MUTATED         1       24        24       33
  AMP PEAK  3(1Q23.3) WILD-TYPE       1       25        25       15
D3V3, multiclass
           clus
vv          AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           24                            25
  STAGE III                          24                            25
  STAGE IV                           33                            15
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  3(1Q23.3) MUTATED         25 37 14
  AMP PEAK  3(1Q23.3) WILD-TYPE       19 32  8
D3V4, multiclass
          clus
vv         AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE
  T0+T1+T2                          25                            19
  T3                                37                            32
  T4                                14                             8
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  3(1Q23.3) MUTATED   43  9 19  5
  AMP PEAK  3(1Q23.3) WILD-TYPE 48  5  8  0
D3V5, multiclass
    clus
vv   AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE
  N0                          43                            48
  N1                           9                             5
  N2                          19                             8
  N3                           5                             0
                               vv
clus                            M0 M1 MX
  AMP PEAK  3(1Q23.3) MUTATED   42  5 36
  AMP PEAK  3(1Q23.3) WILD-TYPE 48  0 20
D3V6, multiclass
    clus
vv   AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE
  M0                          42                            48
  M1                           5                             0
  MX                          36                            20
D3V7, binary
                               cls
clus                             0  1
  AMP PEAK  3(1Q23.3) MUTATED   18 66
  AMP PEAK  3(1Q23.3) WILD-TYPE 18 50
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  3(1Q23.3) MUTATED     18   66
  AMP PEAK  3(1Q23.3) WILD-TYPE   18   50
        clus
vv       AMP PEAK  3(1Q23.3) MUTATED AMP PEAK  3(1Q23.3) WILD-TYPE
  FEMALE                          18                            18
  MALE                            66                            50
D3V8, continuous
D3V9, continuous
D3V10, continuous

Clustering(4) Variable = AMP PEAK  4(3P25.2) MUTATION ANALYSIS
D4V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  4(3P25.2) MUTATED   51 17
  AMP PEAK  4(3P25.2) WILD-TYPE 52 25
  AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE 
                           68                            77 
  AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE 
                           17                            25 
$`AMP PEAK  4(3P25.2) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BT-A20N TCGA-BT-A20W TCGA-BT-A2LA 
       40.08         7.33         2.66        32.84         8.35         5.88 
TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-CF-A1HR TCGA-CU-A0YO TCGA-CU-A0YR 
        3.65         4.64         2.07         0.46         4.90         7.20 
TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 
        8.09         1.84         2.53         2.14        31.40        18.41 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 
      130.85       112.44         1.81        10.59       123.85        87.29 
TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3X1 TCGA-DK-A3X2 
        7.82         8.22        50.27        20.02        41.03        17.98 
TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3B6 
        0.10         0.49         0.56         0.56         8.94         6.87 
TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3ZE 
       24.30        10.98         7.89         6.84        15.16         3.48 
TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE 
        4.08         3.22        61.94        35.24        17.26        20.12 
TCGA-G2-A3VY TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GU-A42P 
        0.82         1.32         4.50         2.10        20.98         6.38 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI 
        4.37         6.41         5.69         7.63         7.79         4.11 
TCGA-GV-A3QK TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV 
        6.64         5.33         1.51         8.71         3.42         4.64 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`AMP PEAK  4(3P25.2) WILD-TYPE`
TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20O TCGA-BT-A20P 
        6.74         6.58        11.93        19.00        12.16        17.85 
TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20X 
       19.46         5.06        14.89        14.93         5.06         8.25 
TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A27C 
        9.99         8.98         1.94        23.01         0.43         0.69 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y 
        0.13         0.07         0.10         0.07         0.10         0.10 
TCGA-CU-A0YN TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE 
       12.92         5.46         5.19        19.00         8.91        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I2 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IQ 
       17.62        15.62         7.76         2.20         3.98        10.49 
TCGA-DK-A3IT TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E5-A2PC 
       15.09         9.67         8.28        10.55       131.15        43.59 
TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 
        0.53         8.81        15.68         4.01        11.05         8.94 
TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP 
       15.88        32.02         6.12         6.81         5.49         4.54 
TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FJ-A3Z9 TCGA-G2-A2EJ TCGA-G2-A2EK 
       46.78        19.79         1.94         7.10        30.61         5.65 
TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3RC TCGA-GC-A3RD 
       26.93         7.04         2.86         2.24         1.38         1.02 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GU-A42Q TCGA-GU-A42R 
        2.50         1.08         7.69         3.12         7.56         3.22 
TCGA-GV-A3JX TCGA-GV-A40E TCGA-H4-A2HQ TCGA-K4-A4AB TCGA-K4-A4AC 
        6.15         6.38         6.71         2.50         6.48 

  AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE 
                         0.10                          0.07 
  AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE 
                         6.74                          7.04 
[1] "0.1 - 130.8 (6.7)" "0.1 - 131.2 (7.0)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  4(3P25.2) WILD-TYPE" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  4(3P25.2) MUTATED"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  4(3P25.2) MUTATED" "AMP PEAK  4(3P25.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  4(3P25.2) WILD-TYPE"   "AMP PEAK  4(3P25.2) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  4(3P25.2) MUTATED" 
[1] "hr=" "1.5"
D4V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  4(3P25.2) MUTATED         1       24        21       25
  AMP PEAK  4(3P25.2) WILD-TYPE       1       25        28       23
D4V3, multiclass
           clus
vv          AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           24                            25
  STAGE III                          21                            28
  STAGE IV                           25                            23
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  4(3P25.2) MUTATED         23 28 13
  AMP PEAK  4(3P25.2) WILD-TYPE       21 41  9
D4V4, multiclass
          clus
vv         AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE
  T0+T1+T2                          23                            21
  T3                                28                            41
  T4                                13                             9
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  4(3P25.2) MUTATED   39  6 17  3
  AMP PEAK  4(3P25.2) WILD-TYPE 52  8 10  2
D4V5, multiclass
    clus
vv   AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE
  N0                          39                            52
  N1                           6                             8
  N2                          17                            10
  N3                           3                             2
                               vv
clus                            M0 M1 MX
  AMP PEAK  4(3P25.2) MUTATED   41  2 29
  AMP PEAK  4(3P25.2) WILD-TYPE 49  3 27
D4V6, multiclass
    clus
vv   AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE
  M0                          41                            49
  M1                           2                             3
  MX                          29                            27
D4V7, binary
                               cls
clus                             0  1
  AMP PEAK  4(3P25.2) MUTATED   12 61
  AMP PEAK  4(3P25.2) WILD-TYPE 24 55
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  4(3P25.2) MUTATED     12   61
  AMP PEAK  4(3P25.2) WILD-TYPE   24   55
        clus
vv       AMP PEAK  4(3P25.2) MUTATED AMP PEAK  4(3P25.2) WILD-TYPE
  FEMALE                          12                            24
  MALE                            61                            55
D4V8, continuous
D4V9, continuous
D4V10, continuous

Clustering(5) Variable = AMP PEAK  5(3Q26.32) MUTATION ANALYSIS
D5V1, survival
                                sevent
clus2                             0  1
  AMP PEAK  5(3Q26.32) MUTATED   61 19
  AMP PEAK  5(3Q26.32) WILD-TYPE 42 23
  AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE 
                            80                             65 
  AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE 
                            19                             23 
$`AMP PEAK  5(3Q26.32) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         2.66         6.74        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA 
       32.84         5.06         5.06         8.35         8.25         5.88 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CU-A0YN 
        4.64         2.07         9.99         0.46         0.43        12.92 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 
        4.90         7.20         5.46         8.09         1.84         2.53 
TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A2HX 
       31.40        18.41       130.85       112.44        16.14         1.81 
TCGA-DK-A2I1 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IU 
       10.59         2.20         7.82        10.49        50.27        20.02 
TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A541 
       41.03        17.98        43.59         0.10         0.49         0.56 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3NA 
        0.56         8.81        15.68         6.87         8.94        32.02 
TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A43U TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF 
       24.30        10.98         6.84         3.48         4.08        61.94 
TCGA-G2-A2EJ TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3I6 
       30.61        35.24        17.26         7.04         0.82         2.24 
TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS 
        1.32         4.50         1.38         1.02         2.50         1.08 
TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3QF 
       20.98         6.38         7.56         6.41         6.15         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS 
        7.79         4.11         6.64         5.33         6.71         8.71 
TCGA-K4-A3WU TCGA-K4-A3WV 
        3.42         4.64 

$`AMP PEAK  5(3Q26.32) WILD-TYPE`
TCGA-BT-A0S7 TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U 
        6.58        12.16        17.85        19.46        14.89        14.93 
TCGA-BT-A2LD TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CF-A47S 
        3.65         8.98         1.94        23.01         0.69         0.13 
TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A3QU 
        0.07         0.10         0.07         0.10         0.10         5.19 
TCGA-DK-A1A5 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I2 
        2.14        19.00         8.91        17.62        15.62         7.76 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IV 
      123.85        87.29         3.98         8.22        15.09         9.67 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E7-A4XJ TCGA-FD-A3B5 TCGA-FD-A3B7 
        8.28        10.55       131.15         0.53         8.94         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP 
       11.05        15.88         6.12         6.81         5.49         4.54 
TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 
       46.78        19.79         1.94         7.89        15.16         7.10 
TCGA-FT-A3EE TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A3IE TCGA-GC-A3BM TCGA-GD-A2C5 
        3.22         5.65        26.93        20.12         2.86         7.69 
TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A40E 
        2.10         3.12         3.22         4.37         5.69         6.38 
TCGA-H4-A2HO TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        1.51         2.50         6.48         3.42         3.68 

  AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE 
                          0.10                           0.07 
  AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE 
                        130.85                         131.15 
  AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE 
                         6.955                          6.580 
[1] "0.1 - 130.8 (7.0)" "0.1 - 131.2 (6.6)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK  5(3Q26.32) WILD-TYPE"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK  5(3Q26.32) MUTATED"   "AMP PEAK  5(3Q26.32) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK  5(3Q26.32) MUTATED" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK  5(3Q26.32) WILD-TYPE" "AMP PEAK  5(3Q26.32) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK  5(3Q26.32) WILD-TYPE" 
[1] "hr=" "1.7"
D5V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  5(3Q26.32) MUTATED         1       26        29       25
  AMP PEAK  5(3Q26.32) WILD-TYPE       1       23        20       23
D5V3, multiclass
           clus
vv          AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE
  STAGE I                              1                              1
  STAGE II                            26                             23
  STAGE III                           29                             20
  STAGE IV                            25                             23
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK  5(3Q26.32) MUTATED         24 40 10
  AMP PEAK  5(3Q26.32) WILD-TYPE       20 29 12
D5V4, multiclass
          clus
vv         AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE
  T0+T1+T2                           24                             20
  T3                                 40                             29
  T4                                 10                             12
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK  5(3Q26.32) MUTATED   51  5 18  2
  AMP PEAK  5(3Q26.32) WILD-TYPE 40  9  9  3
D5V5, multiclass
    clus
vv   AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE
  N0                           51                             40
  N1                            5                              9
  N2                           18                              9
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  AMP PEAK  5(3Q26.32) MUTATED   51  3 29
  AMP PEAK  5(3Q26.32) WILD-TYPE 39  2 27
D5V6, multiclass
    clus
vv   AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE
  M0                           51                             39
  M1                            3                              2
  MX                           29                             27
D5V7, binary
                                cls
clus                              0  1
  AMP PEAK  5(3Q26.32) MUTATED   20 64
  AMP PEAK  5(3Q26.32) WILD-TYPE 16 52
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK  5(3Q26.32) MUTATED     20   64
  AMP PEAK  5(3Q26.32) WILD-TYPE   16   52
        clus
vv       AMP PEAK  5(3Q26.32) MUTATED AMP PEAK  5(3Q26.32) WILD-TYPE
  FEMALE                           20                             16
  MALE                             64                             52
D5V8, continuous
D5V9, continuous
D5V10, continuous

Clustering(6) Variable = AMP PEAK  6(4P16.3) MUTATION ANALYSIS
D6V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  6(4P16.3) MUTATED   25  6
  AMP PEAK  6(4P16.3) WILD-TYPE 78 36
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                           31                           114 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                            6                            36 
$`AMP PEAK  6(4P16.3) MUTATED`
TCGA-BL-A0C8 TCGA-BT-A20P TCGA-BT-A20T TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A27C 
       40.08        17.85        14.89         1.94        23.01         0.69 
TCGA-CF-A47V TCGA-CF-A47X TCGA-CU-A3KJ TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 
        0.10         0.10         5.46         1.84         2.14        31.40 
TCGA-DK-A1AC TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3IM TCGA-DK-A3IS TCGA-E7-A541 
      130.85         7.76        87.29         7.82        50.27         0.56 
TCGA-E7-A5KE TCGA-FD-A3NA TCGA-FD-A3SL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3VY 
        0.56        32.02        10.98        35.24        17.26         0.82 
TCGA-GC-A3BM TCGA-GC-A3RC TCGA-GU-A42R TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A4AC 
        2.86         1.38         3.22         1.51         8.71         6.48 
TCGA-MV-A51V 
        3.68 

$`AMP PEAK  6(4P16.3) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
        7.33         2.66         6.74         6.58        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20V 
       32.84        12.16        19.46         5.06        14.93         5.06 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK 
        8.35         8.25         5.88         3.65         4.64         2.07 
TCGA-BT-A42E TCGA-C4-A0EZ TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47T 
        9.99         8.98         0.46         0.43         0.13         0.07 
TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3QU 
        0.07         0.10        12.92         4.90         7.20         5.19 
TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AD 
        8.09         2.53        18.41        19.00         8.91       112.44 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I4 
       16.14        17.62        15.62         1.81        10.59       123.85 
TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IU 
        2.20         3.98         8.22        10.49        15.09        20.02 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 
        9.67         8.28        10.55       131.15        41.03        17.98 
TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 
       43.59         0.10         0.49         0.53         8.81        15.68 
TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
        8.94         6.87         4.01        11.05         8.94        15.88 
TCGA-FD-A3SJ TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ 
       24.30         6.12         6.81         5.49         4.54        46.78 
TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 
       19.79         1.94         7.89         6.84        15.16         7.10 
TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK 
        3.48         4.08         3.22        61.94        30.61         5.65 
TCGA-G2-A2EL TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB 
       26.93         7.04        20.12         2.24         1.32         4.50 
TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ 
        1.02         2.50         1.08         7.69         2.10         3.12 
TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX 
       20.98         6.38         7.56         4.37         6.41         6.15 
TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E 
        5.69         7.63         7.79         4.11         6.64         6.38 
TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-LT-A5Z6 
        5.33         6.71         3.42         4.64         2.50         3.42 

  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                         0.10                          0.07 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                        6.480                         6.855 
[1] "0.1 - 130.8 (6.5)" "0.1 - 131.2 (6.9)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  6(4P16.3) MUTATED" 
[1] "hr=" "2"  
D6V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  6(4P16.3) MUTATED         1       16        11        5
  AMP PEAK  6(4P16.3) WILD-TYPE       1       33        38       43
D6V3, multiclass
           clus
vv          AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           16                            33
  STAGE III                          11                            38
  STAGE IV                            5                            43
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  6(4P16.3) MUTATED         16 13  3
  AMP PEAK  6(4P16.3) WILD-TYPE       28 56 19
D6V4, multiclass
          clus
vv         AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE
  T0+T1+T2                          16                            28
  T3                                13                            56
  T4                                 3                            19
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  6(4P16.3) MUTATED   26  3  1  1
  AMP PEAK  6(4P16.3) WILD-TYPE 65 11 26  4
D6V5, multiclass
    clus
vv   AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE
  N0                          26                            65
  N1                           3                            11
  N2                           1                            26
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  AMP PEAK  6(4P16.3) MUTATED   26  1  6
  AMP PEAK  6(4P16.3) WILD-TYPE 64  4 50
D6V6, multiclass
    clus
vv   AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE
  M0                          26                            64
  M1                           1                             4
  MX                           6                            50
D6V7, binary
                               cls
clus                             0  1
  AMP PEAK  6(4P16.3) MUTATED    4 30
  AMP PEAK  6(4P16.3) WILD-TYPE 32 86
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  6(4P16.3) MUTATED      4   30
  AMP PEAK  6(4P16.3) WILD-TYPE   32   86
        clus
vv       AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE
  FEMALE                           4                            32
  MALE                            30                            86
D6V8, continuous
D6V9, continuous
D6V10, continuous

Clustering(7) Variable = AMP PEAK  7(4Q13.3) MUTATION ANALYSIS
D7V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  7(4Q13.3) MUTATED   20  5
  AMP PEAK  7(4Q13.3) WILD-TYPE 83 37
  AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE 
                           25                           120 
  AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE 
                            5                            37 
$`AMP PEAK  7(4Q13.3) MUTATED`
TCGA-BT-A20N TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F6 TCGA-CF-A47X 
       32.84         3.65         2.07         9.99        23.01         0.10 
TCGA-CU-A3KJ TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3X1 
        5.46         2.14        18.41         7.76        87.29        41.03 
TCGA-DK-A3X2 TCGA-E7-A541 TCGA-FD-A3NA TCGA-FD-A3SR TCGA-G2-A2EJ TCGA-G2-A3VY 
       17.98         0.56        32.02        19.79        30.61         0.82 
TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GU-A42P TCGA-GV-A3JW TCGA-K4-A3WV TCGA-LT-A5Z6 
        2.50         7.69         6.38         6.41         4.64         3.42 
TCGA-MV-A51V 
        3.68 

$`AMP PEAK  7(4Q13.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T 
       19.00        12.16        17.85        19.46         5.06        14.89 
TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PH 
       14.93         5.06         8.35         8.25         5.88         4.64 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S 
        8.98         1.94         0.46         0.43         0.69         0.13 
TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO 
        0.07         0.10         0.07         0.10        12.92         4.90 
TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A6 
        7.20         5.19         8.09         1.84         2.53        31.40 
TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF 
       19.00         8.91       130.85       112.44        16.14        17.62 
TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A3IK TCGA-DK-A3IL 
       15.62         1.81        10.59       123.85         2.20         3.98 
TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU 
        7.82         8.22        10.49        50.27        15.09        20.02 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E5-A2PC TCGA-E7-A3Y1 
        9.67         8.28        10.55       131.15        43.59         0.10 
TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 
        0.49         0.53         0.56         8.81        15.68         8.94 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3SJ 
        6.87         4.01        11.05         8.94        15.88        24.30 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ 
       10.98         6.12         6.81         5.49         4.54        46.78 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZE 
        1.94         7.89         6.84        15.16         7.10         3.48 
TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO 
        4.08         3.22        61.94         5.65        26.93        35.24 
TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO 
       17.26         7.04        20.12         2.86         2.24         1.32 
TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GD-A3OQ 
        4.50         1.38         1.02         1.08         2.10         3.12 
TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ 
       20.98         7.56         3.22         4.37         6.15         5.69 
TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G 
        7.63         7.79         4.11         6.64         6.38         5.33 
TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC 
        1.51         6.71         8.71         3.42         2.50         6.48 

  AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE 
                         0.10                          0.07 
  AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE 
                        87.29                        131.15 
  AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE 
                        6.410                         6.855 
[1] "0.1 - 87.3 (6.4)"  "0.1 - 131.2 (6.9)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  7(4Q13.3) MUTATED"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  7(4Q13.3) MUTATED"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  7(4Q13.3) MUTATED"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  7(4Q13.3) WILD-TYPE" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  7(4Q13.3) MUTATED" "AMP PEAK  7(4Q13.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK  7(4Q13.3) WILD-TYPE"   "AMP PEAK  7(4Q13.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK  7(4Q13.3) MUTATED" 
[1] "hr=" "1.9"
D7V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  7(4Q13.3) MUTATED         0       10         7        8
  AMP PEAK  7(4Q13.3) WILD-TYPE       2       39        42       40
D7V3, multiclass
           clus
vv          AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           10                            39
  STAGE III                           7                            42
  STAGE IV                            8                            40
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  7(4Q13.3) MUTATED          8 13  1
  AMP PEAK  7(4Q13.3) WILD-TYPE       36 56 21
D7V4, multiclass
          clus
vv         AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE
  T0+T1+T2                           8                            36
  T3                                13                            56
  T4                                 1                            21
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  7(4Q13.3) MUTATED   14  3  4  1
  AMP PEAK  7(4Q13.3) WILD-TYPE 77 11 23  4
D7V5, multiclass
    clus
vv   AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE
  N0                          14                            77
  N1                           3                            11
  N2                           4                            23
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  AMP PEAK  7(4Q13.3) MUTATED   14  0 10
  AMP PEAK  7(4Q13.3) WILD-TYPE 76  5 46
D7V6, multiclass
    clus
vv   AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE
  M0                          14                            76
  M1                           0                             5
  MX                          10                            46
D7V7, binary
                               cls
clus                              0   1
  AMP PEAK  7(4Q13.3) MUTATED     9  16
  AMP PEAK  7(4Q13.3) WILD-TYPE  27 100
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  7(4Q13.3) MUTATED      9   16
  AMP PEAK  7(4Q13.3) WILD-TYPE   27  100
        clus
vv       AMP PEAK  7(4Q13.3) MUTATED AMP PEAK  7(4Q13.3) WILD-TYPE
  FEMALE                           9                            27
  MALE                            16                           100
D7V8, continuous
D7V9, continuous
D7V10, continuous

Clustering(8) Variable = AMP PEAK  8(5P15.1) MUTATION ANALYSIS
D8V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  8(5P15.1) MUTATED   48 19
  AMP PEAK  8(5P15.1) WILD-TYPE 55 23
  AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE 
                           67                            78 
  AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE 
                           19                            23 
$`AMP PEAK  8(5P15.1) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A3JM TCGA-BT-A20N TCGA-BT-A20P TCGA-BT-A20T TCGA-BT-A20V 
       40.08         6.74        32.84        17.85        14.89         5.06 
TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-CF-A1HS TCGA-CF-A47S 
        8.35         5.88         2.07         8.98         0.43         0.13 
TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-DK-A1A3 TCGA-DK-A1AD 
       12.92         7.20         5.46         5.19         2.53       112.44 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IU TCGA-DK-A3IV 
      123.85        87.29         7.82         8.22        20.02         9.67 
TCGA-DK-A3WX TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-FD-A3B3 
       10.55        41.03        43.59         0.49         0.56         8.81 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3N5 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SN 
       15.68         8.94         8.94        32.02        24.30         6.81 
TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF 
        5.49         4.54        19.79         4.08         3.22        61.94 
TCGA-G2-A2EO TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3OO 
       35.24         7.04        20.12         0.82         2.24         1.32 
TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GU-A42P 
        4.50         1.02         1.08         2.10        20.98         6.38 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH 
        4.37         6.41         6.15         5.69         7.63         7.79 
TCGA-GV-A3QI TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A4AB TCGA-K4-A4AC 
        4.11         6.38         5.33         6.71         2.50         6.48 
TCGA-MV-A51V 
        3.68 

$`AMP PEAK  8(5P15.1) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20O 
        7.33         2.66         6.58        11.93        19.00        12.16 
TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A2LD TCGA-BT-A3PH 
       19.46         5.06        14.93         8.25         3.65         4.64 
TCGA-BT-A42E TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47T 
        9.99         1.94        23.01         0.46         0.69         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A3YL 
        0.10         0.07         0.10         0.10         4.90         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB 
        1.84         2.14        31.40        18.41        19.00         8.91 
TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 
      130.85        16.14        17.62        15.62         1.81        10.59 
TCGA-DK-A2I2 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT 
        7.76         2.20         3.98        10.49        50.27        15.09 
TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE 
        8.28       131.15        17.98         0.10         0.53         0.56 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3SL TCGA-FD-A3SM 
        6.87         4.01        11.05        15.88        10.98         6.12 
TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 
       46.78         1.94         7.89         6.84        15.16         7.10 
TCGA-FJ-A3ZE TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2ES TCGA-GC-A3BM 
        3.48        30.61         5.65        26.93        17.26         2.86 
TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GU-A42Q TCGA-GU-A42R 
        1.38         2.50         7.69         3.12         7.56         3.22 
TCGA-GV-A3QK TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV TCGA-LT-A5Z6 
        6.64         1.51         8.71         3.42         4.64         3.42 

  AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE 
                         0.13                          0.07 
  AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE 
                       123.85                        131.15 
  AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE 
                        6.740                         6.985 
[1] "0.1 - 123.8 (6.7)" "0.1 - 131.2 (7.0)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  8(5P15.1) MUTATED"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  8(5P15.1) WILD-TYPE" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK  8(5P15.1) WILD-TYPE"   "AMP PEAK  8(5P15.1) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  8(5P15.1) MUTATED" "AMP PEAK  8(5P15.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK  8(5P15.1) MUTATED" 
[1] "hr=" "1.2"
D8V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  8(5P15.1) MUTATED         1       23        25       21
  AMP PEAK  8(5P15.1) WILD-TYPE       1       26        24       27
D8V3, multiclass
           clus
vv          AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           23                            26
  STAGE III                          25                            24
  STAGE IV                           21                            27
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  8(5P15.1) MUTATED         23 31  8
  AMP PEAK  8(5P15.1) WILD-TYPE       21 38 14
D8V4, multiclass
          clus
vv         AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE
  T0+T1+T2                          23                            21
  T3                                31                            38
  T4                                 8                            14
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  8(5P15.1) MUTATED   40 10  9  1
  AMP PEAK  8(5P15.1) WILD-TYPE 51  4 18  4
D8V5, multiclass
    clus
vv   AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE
  N0                          40                            51
  N1                          10                             4
  N2                           9                            18
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  AMP PEAK  8(5P15.1) MUTATED   37  2 32
  AMP PEAK  8(5P15.1) WILD-TYPE 53  3 24
D8V6, multiclass
    clus
vv   AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE
  M0                          37                            53
  M1                           2                             3
  MX                          32                            24
D8V7, binary
                               cls
clus                             0  1
  AMP PEAK  8(5P15.1) MUTATED   14 58
  AMP PEAK  8(5P15.1) WILD-TYPE 22 58
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  8(5P15.1) MUTATED     14   58
  AMP PEAK  8(5P15.1) WILD-TYPE   22   58
        clus
vv       AMP PEAK  8(5P15.1) MUTATED AMP PEAK  8(5P15.1) WILD-TYPE
  FEMALE                          14                            22
  MALE                            58                            58
D8V8, continuous
D8V9, continuous
D8V10, continuous

Clustering(9) Variable = AMP PEAK  9(6P22.3) MUTATION ANALYSIS
D9V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  9(6P22.3) MUTATED   47 15
  AMP PEAK  9(6P22.3) WILD-TYPE 56 27
  AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE 
                           62                            83 
  AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE 
                           15                            27 
$`AMP PEAK  9(6P22.3) MUTATED`
TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A20R TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD 
        2.66         6.58         5.06         8.35         5.88         3.65 
TCGA-C4-A0EZ TCGA-CF-A1HS TCGA-CF-A47V TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3QU 
        8.98         0.43         0.10         0.10        12.92         5.19 
TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2I1 
        2.14        31.40        18.41       130.85       112.44        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IS 
        7.76       123.85        87.29         3.98         7.82        50.27 
TCGA-DK-A3IU TCGA-DK-A3WX TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE 
       20.02        10.55        43.59         0.49         0.56         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FD-A3SP 
        8.81         6.87         4.01         8.94        24.30         4.54 
TCGA-FD-A3SR TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE 
       19.79         7.89        15.16         3.48         4.08         3.22 
TCGA-G2-A2EF TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB 
       61.94         0.82         2.86         2.24         1.32         4.50 
TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GU-A42P TCGA-GU-A42R 
        1.38         1.02         1.08         7.69         6.38         3.22 
TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QH TCGA-GV-A40E TCGA-GV-A40G TCGA-K4-A3WV 
        6.41         5.69         7.79         6.38         5.33         4.64 
TCGA-K4-A4AC TCGA-LT-A5Z6 
        6.48         3.42 

$`AMP PEAK  9(6P22.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N 
       40.08         7.33         6.74        11.93        19.00        32.84 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V 
       12.16        17.85        19.46        14.89        14.93         5.06 
TCGA-BT-A20X TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F0 TCGA-C4-A0F6 
        8.25         4.64         2.07         9.99         1.94        23.01 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47W TCGA-CF-A47Y 
        0.46         0.69         0.13         0.07         0.07         0.10 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 
        4.90         7.20         5.46         8.09         1.84         2.53 
TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX 
       19.00         8.91        16.14        17.62        15.62         1.81 
TCGA-DK-A3IK TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IV TCGA-DK-A3WW 
        2.20         8.22        10.49        15.09         9.67         8.28 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B4 
      131.15        41.03        17.98         0.10         0.53        15.68 
TCGA-FD-A3B5 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM 
        8.94        11.05        15.88        32.02        10.98         6.12 
TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FD-A43U TCGA-FJ-A3Z9 
        6.81         5.49        46.78         1.94         6.84         7.10 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
       30.61         5.65        26.93        35.24        17.26         7.04 
TCGA-G2-A3IE TCGA-GC-A3WC TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q 
       20.12         2.50         2.10         3.12        20.98         7.56 
TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A3QK TCGA-H4-A2HO 
        4.37         6.15         7.63         4.11         6.64         1.51 
TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB TCGA-MV-A51V 
        6.71         8.71         3.42         2.50         3.68 

  AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE 
                         0.10                          0.07 
  AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE 
                         6.13                          7.56 
[1] "0.1 - 130.8 (6.1)" "0.1 - 131.2 (7.6)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-MV-A51V 
"AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-MV-A51V 
"AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK  9(6P22.3) WILD-TYPE"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK  9(6P22.3) WILD-TYPE" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK  9(6P22.3) MUTATED" "AMP PEAK  9(6P22.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK  9(6P22.3) MUTATED"   "AMP PEAK  9(6P22.3) MUTATED" 
                   TCGA-MV-A51V 
"AMP PEAK  9(6P22.3) WILD-TYPE" 
[1] "hr=" "1.2"
D9V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK  9(6P22.3) MUTATED         0       25        16       20
  AMP PEAK  9(6P22.3) WILD-TYPE       2       24        33       28
D9V3, multiclass
           clus
vv          AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           25                            24
  STAGE III                          16                            33
  STAGE IV                           20                            28
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK  9(6P22.3) MUTATED         25 24  6
  AMP PEAK  9(6P22.3) WILD-TYPE       19 45 16
D9V4, multiclass
          clus
vv         AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE
  T0+T1+T2                          25                            19
  T3                                24                            45
  T4                                 6                            16
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK  9(6P22.3) MUTATED   35  9  9  3
  AMP PEAK  9(6P22.3) WILD-TYPE 56  5 18  2
D9V5, multiclass
    clus
vv   AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE
  N0                          35                            56
  N1                           9                             5
  N2                           9                            18
  N3                           3                             2
                               vv
clus                            M0 M1 MX
  AMP PEAK  9(6P22.3) MUTATED   35  2 25
  AMP PEAK  9(6P22.3) WILD-TYPE 55  3 31
D9V6, multiclass
    clus
vv   AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE
  M0                          35                            55
  M1                           2                             3
  MX                          25                            31
D9V7, binary
                               cls
clus                             0  1
  AMP PEAK  9(6P22.3) MUTATED   16 47
  AMP PEAK  9(6P22.3) WILD-TYPE 20 69
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  9(6P22.3) MUTATED     16   47
  AMP PEAK  9(6P22.3) WILD-TYPE   20   69
        clus
vv       AMP PEAK  9(6P22.3) MUTATED AMP PEAK  9(6P22.3) WILD-TYPE
  FEMALE                          16                            20
  MALE                            47                            69
D9V8, continuous
D9V9, continuous
D9V10, continuous

Clustering(10) Variable = AMP PEAK 10(6Q12) MUTATION ANALYSIS
D10V1, survival
                             sevent
clus2                          0  1
  AMP PEAK 10(6Q12) MUTATED   22  4
  AMP PEAK 10(6Q12) WILD-TYPE 81 38
  AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE 
                         26                         119 
  AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE 
                          4                          38 
$`AMP PEAK 10(6Q12) MUTATED`
TCGA-BT-A0S7 TCGA-BT-A2LA TCGA-CF-A47V TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-DK-A1AC 
        6.58         5.88         0.10         7.20         5.46       130.85 
TCGA-DK-A1AD TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3WX TCGA-E7-A541 
      112.44        87.29         2.20         7.82        10.55         0.56 
TCGA-FD-A3B7 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3OO 
        4.01         3.48         3.22         0.82         2.86         1.32 
TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GV-A3JW TCGA-GV-A40E 
        4.50         1.38         1.08         7.69         6.41         6.38 
TCGA-GV-A40G TCGA-K4-A4AC 
        5.33         6.48 

$`AMP PEAK 10(6Q12) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         2.66         6.74        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T 
       32.84        12.16        17.85        19.46         5.06        14.89 
TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LD TCGA-BT-A3PH 
       14.93         5.06         8.35         8.25         3.65         4.64 
TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR 
        2.07         9.99         8.98         1.94        23.01         0.46 
TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47W TCGA-CF-A47X 
        0.43         0.69         0.13         0.07         0.07         0.10 
TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 
        0.10        12.92         4.90         5.19         8.09         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB 
        2.53         2.14        31.40        18.41        19.00         8.91 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 
       16.14        17.62        15.62         1.81        10.59         7.76 
TCGA-DK-A2I4 TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT 
      123.85         3.98         8.22        10.49        50.27        15.09 
TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 
       20.02         9.67         8.28       131.15        41.03        17.98 
TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 
       43.59         0.10         0.49         0.53         0.56         8.81 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
       15.68         8.94         6.87        11.05         8.94        15.88 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
       32.02        24.30        10.98         6.12         6.81         5.49 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U 
        4.54        46.78        19.79         1.94         7.89         6.84 
TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK 
       15.16         7.10         4.08        61.94        30.61         5.65 
TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3I6 
       26.93        35.24        17.26         7.04        20.12         2.24 
TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        1.02         2.50         2.10         3.12        20.98         6.38 
TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        7.56         3.22         4.37         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS 
        7.79         4.11         6.64         1.51         6.71         8.71 
TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         4.64         2.50         3.42         3.68 

  AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE 
                       0.10                        0.07 
  AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE 
                     130.85                      131.15 
  AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE 
                      5.395                       7.630 
[1] "0.1 - 130.8 (5.4)" "0.1 - 131.2 (7.6)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-MV-A51V 
"AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-MV-A51V 
"AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"AMP PEAK 10(6Q12) WILD-TYPE"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "AMP PEAK 10(6Q12) MUTATED"   "AMP PEAK 10(6Q12) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"AMP PEAK 10(6Q12) WILD-TYPE" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "AMP PEAK 10(6Q12) MUTATED" "AMP PEAK 10(6Q12) WILD-TYPE" 
                 TCGA-MV-A51V 
"AMP PEAK 10(6Q12) WILD-TYPE" 
[1] "hr=" "1.4"
D10V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 10(6Q12) MUTATED         0       10         9        7
  AMP PEAK 10(6Q12) WILD-TYPE       2       39        40       41
D10V3, multiclass
           clus
vv          AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE
  STAGE I                           0                           2
  STAGE II                         10                          39
  STAGE III                         9                          40
  STAGE IV                          7                          41
                             vv
clus                          T0+T1+T2 T3 T4
  AMP PEAK 10(6Q12) MUTATED         10 11  2
  AMP PEAK 10(6Q12) WILD-TYPE       34 58 20
D10V4, multiclass
          clus
vv         AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE
  T0+T1+T2                        10                          34
  T3                              11                          58
  T4                               2                          20
                             vv
clus                          N0 N1 N2 N3
  AMP PEAK 10(6Q12) MUTATED   16  2  4  1
  AMP PEAK 10(6Q12) WILD-TYPE 75 12 23  4
D10V5, multiclass
    clus
vv   AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE
  N0                        16                          75
  N1                         2                          12
  N2                         4                          23
  N3                         1                           4
                             vv
clus                          M0 M1 MX
  AMP PEAK 10(6Q12) MUTATED   14  1 10
  AMP PEAK 10(6Q12) WILD-TYPE 76  4 46
D10V6, multiclass
    clus
vv   AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE
  M0                        14                          76
  M1                         1                           4
  MX                        10                          46
D10V7, binary
                             cls
clus                           0  1
  AMP PEAK 10(6Q12) MUTATED    3 23
  AMP PEAK 10(6Q12) WILD-TYPE 33 93
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK 10(6Q12) MUTATED      3   23
  AMP PEAK 10(6Q12) WILD-TYPE   33   93
        clus
vv       AMP PEAK 10(6Q12) MUTATED AMP PEAK 10(6Q12) WILD-TYPE
  FEMALE                         3                          33
  MALE                          23                          93
D10V8, continuous
D10V9, continuous
D10V10, continuous

Clustering(11) Variable = AMP PEAK 11(6Q21) MUTATION ANALYSIS
D11V1, survival
                             sevent
clus2                          0  1
  AMP PEAK 11(6Q21) MUTATED   14  3
  AMP PEAK 11(6Q21) WILD-TYPE 89 39
  AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE 
                         17                         128 
  AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE 
                          3                          39 
$`AMP PEAK 11(6Q21) MUTATED`
TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A2LA TCGA-CF-A1HS TCGA-CF-A47V TCGA-CU-A0YR 
        6.58        19.00         5.88         0.43         0.10         7.20 
TCGA-DK-A1A3 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A3WX TCGA-FJ-A3Z7 TCGA-FJ-A3ZE 
        2.53        18.41       130.85        10.55        15.16         3.48 
TCGA-FJ-A3ZF TCGA-GC-A3BM TCGA-GC-A3OO TCGA-GC-A3YS TCGA-GD-A2C5 
        4.08         2.86         1.32         1.08         7.69 

$`AMP PEAK 11(6Q21) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20N 
       40.08         7.33         2.66         6.74        11.93        32.84 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U 
       12.16        17.85        19.46         5.06        14.89        14.93 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK 
        5.06         8.35         8.25         3.65         4.64         2.07 
TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A27C 
        9.99         8.98         1.94        23.01         0.46         0.69 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN 
        0.13         0.07         0.07         0.10         0.10        12.92 
TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A5 
        4.90         5.46         5.19         8.09         1.84         2.14 
TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF 
       31.40        19.00         8.91       112.44        16.14        17.62 
TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 
       15.62         1.81        10.59         7.76       123.85        87.29 
TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS 
        2.20         3.98         7.82         8.22        10.49        50.27 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 
       15.09        20.02         9.67         8.28       131.15        41.03 
TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A541 
       17.98        43.59         0.10         0.49         0.53         0.56 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 
        0.56         8.81        15.68         8.94         6.87         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL 
       11.05         8.94        15.88        32.02        24.30        10.98 
TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
        6.12         6.81         5.49         4.54        46.78        19.79 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FT-A3EE TCGA-G2-A2EF 
        1.94         7.89         6.84         7.10         3.22        61.94 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
       30.61         5.65        26.93        35.24        17.26         7.04 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD 
       20.12         0.82         2.24         4.50         1.38         1.02 
TCGA-GC-A3WC TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q 
        2.50         2.10         3.12        20.98         6.38         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        3.22         4.37         6.41         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO 
        7.79         4.11         6.64         6.38         5.33         1.51 
TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        6.71         8.71         3.42         4.64         2.50         6.48 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

  AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE 
                       0.10                        0.07 
  AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE 
                     130.85                      131.15 
  AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE 
                      5.880                       6.955 
[1] "0.1 - 130.8 (5.9)" "0.1 - 131.2 (7.0)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "AMP PEAK 11(6Q21) MUTATED"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-MV-A51V 
"AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "AMP PEAK 11(6Q21) MUTATED"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-MV-A51V 
"AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "AMP PEAK 11(6Q21) MUTATED" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"AMP PEAK 11(6Q21) WILD-TYPE"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "AMP PEAK 11(6Q21) MUTATED"   "AMP PEAK 11(6Q21) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"AMP PEAK 11(6Q21) WILD-TYPE" "AMP PEAK 11(6Q21) WILD-TYPE" 
                 TCGA-MV-A51V 
"AMP PEAK 11(6Q21) WILD-TYPE" 
[1] "hr=" "1.3"
D11V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 11(6Q21) MUTATED         0        4         5        7
  AMP PEAK 11(6Q21) WILD-TYPE       2       45        44       41
D11V3, multiclass
           clus
vv          AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE
  STAGE I                           0                           2
  STAGE II                          4                          45
  STAGE III                         5                          44
  STAGE IV                          7                          41
                             vv
clus                          T0+T1+T2 T3 T4
  AMP PEAK 11(6Q21) MUTATED          5  8  2
  AMP PEAK 11(6Q21) WILD-TYPE       39 61 20
D11V4, multiclass
          clus
vv         AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE
  T0+T1+T2                         5                          39
  T3                               8                          61
  T4                               2                          20
                             vv
clus                          N0 N1 N2 N3
  AMP PEAK 11(6Q21) MUTATED   10  1  5  1
  AMP PEAK 11(6Q21) WILD-TYPE 81 13 22  4
D11V5, multiclass
    clus
vv   AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE
  N0                        10                          81
  N1                         1                          13
  N2                         5                          22
  N3                         1                           4
                             vv
clus                          M0 M1 MX
  AMP PEAK 11(6Q21) MUTATED   11  1  5
  AMP PEAK 11(6Q21) WILD-TYPE 79  4 51
D11V6, multiclass
    clus
vv   AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE
  M0                        11                          79
  M1                         1                           4
  MX                         5                          51
D11V7, binary
                             cls
clus                            0   1
  AMP PEAK 11(6Q21) MUTATED     4  13
  AMP PEAK 11(6Q21) WILD-TYPE  32 103
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK 11(6Q21) MUTATED      4   13
  AMP PEAK 11(6Q21) WILD-TYPE   32  103
        clus
vv       AMP PEAK 11(6Q21) MUTATED AMP PEAK 11(6Q21) WILD-TYPE
  FEMALE                         4                          32
  MALE                          13                         103
D11V8, continuous
D11V9, continuous
D11V10, continuous

Clustering(12) Variable = AMP PEAK 12(7P21.1) MUTATION ANALYSIS
D12V1, survival
                               sevent
clus2                            0  1
  AMP PEAK 12(7P21.1) MUTATED   50 22
  AMP PEAK 12(7P21.1) WILD-TYPE 53 20
  AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE 
                           72                            73 
  AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE 
                           22                            20 
$`AMP PEAK 12(7P21.1) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20V 
       40.08         2.66         6.58        32.84        12.16         5.06 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E 
        8.35         8.25         5.88         3.65         2.07         9.99 
TCGA-C4-A0F6 TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-DK-A1A3 TCGA-DK-A1A5 
       23.01        12.92         4.90         5.46         2.53         2.14 
TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 
       18.41       130.85        10.59         7.76       123.85        87.29 
TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IS TCGA-DK-A3IU 
        2.20         3.98         7.82         8.22        50.27        20.02 
TCGA-DK-A3IV TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 
        9.67        41.03        17.98        43.59         0.49         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N5 
        8.81        15.68         8.94         6.87         4.01         8.94 
TCGA-FD-A3SJ TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U 
       24.30        46.78        19.79         1.94         7.89         6.84 
TCGA-FJ-A3Z7 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EO TCGA-G2-A3VY 
       15.16         3.48         4.08         3.22        35.24         0.82 
TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3YS 
        2.86         2.24         4.50         1.38         1.02         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JW TCGA-GV-A3JZ 
        7.69        20.98         6.38         7.56         6.41         5.69 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HQ TCGA-K4-A3WV TCGA-MV-A51V 
        4.11         6.64         6.38         6.71         4.64         3.68 

$`AMP PEAK 12(7P21.1) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20P TCGA-BT-A20Q 
        7.33         6.74        11.93        19.00        17.85        19.46 
TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A3PH TCGA-C4-A0EZ TCGA-C4-A0F0 
        5.06        14.89        14.93         4.64         8.98         1.94 
TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
        0.46         0.43         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A3YL 
        0.07         0.10         0.10         7.20         5.19         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A1AE 
        1.84        31.40        19.00         8.91       112.44        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3WW 
       17.62        15.62         1.81        10.49        15.09         8.28 
TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B8 
       10.55       131.15         0.10         0.53         0.56        11.05 
TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
       15.88        32.02        10.98         6.12         6.81         5.49 
TCGA-FD-A3SP TCGA-FJ-A3Z9 TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
        4.54         7.10        61.94        30.61         5.65        26.93 
TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3OO TCGA-GC-A3WC TCGA-GD-A3OP 
       17.26         7.04        20.12         1.32         2.50         2.10 
TCGA-GD-A3OQ TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A3QH 
        3.12         3.22         4.37         6.15         7.63         7.79 
TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC 
        5.33         1.51         8.71         3.42         2.50         6.48 
TCGA-LT-A5Z6 
        3.42 

  AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE 
                         0.49                          0.07 
  AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE 
                        6.855                         6.810 
[1] "0.5 - 130.8 (6.9)" "0.1 - 131.2 (6.8)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK 12(7P21.1) MUTATED"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK 12(7P21.1) WILD-TYPE"   "AMP PEAK 12(7P21.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK 12(7P21.1) MUTATED" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK 12(7P21.1) WILD-TYPE" "AMP PEAK 12(7P21.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK 12(7P21.1) MUTATED" 
[1] "hr=" "1.1"
D12V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 12(7P21.1) MUTATED         1       20        26       27
  AMP PEAK 12(7P21.1) WILD-TYPE       1       29        23       21
D12V3, multiclass
           clus
vv          AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           20                            29
  STAGE III                          26                            23
  STAGE IV                           27                            21
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK 12(7P21.1) MUTATED         21 33 13
  AMP PEAK 12(7P21.1) WILD-TYPE       23 36  9
D12V4, multiclass
          clus
vv         AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE
  T0+T1+T2                          21                            23
  T3                                33                            36
  T4                                13                             9
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK 12(7P21.1) MUTATED   40  6 16  4
  AMP PEAK 12(7P21.1) WILD-TYPE 51  8 11  1
D12V5, multiclass
    clus
vv   AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE
  N0                          40                            51
  N1                           6                             8
  N2                          16                            11
  N3                           4                             1
                               vv
clus                            M0 M1 MX
  AMP PEAK 12(7P21.1) MUTATED   42  2 29
  AMP PEAK 12(7P21.1) WILD-TYPE 48  3 27
D12V6, multiclass
    clus
vv   AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE
  M0                          42                            48
  M1                           2                             3
  MX                          29                            27
D12V7, binary
                               cls
clus                             0  1
  AMP PEAK 12(7P21.1) MUTATED   18 56
  AMP PEAK 12(7P21.1) WILD-TYPE 18 60
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 12(7P21.1) MUTATED     18   56
  AMP PEAK 12(7P21.1) WILD-TYPE   18   60
        clus
vv       AMP PEAK 12(7P21.1) MUTATED AMP PEAK 12(7P21.1) WILD-TYPE
  FEMALE                          18                            18
  MALE                            56                            60
D12V8, continuous
D12V9, continuous
D12V10, continuous

Clustering(13) Variable = AMP PEAK 13(7P11.2) MUTATION ANALYSIS
D13V1, survival
                               sevent
clus2                            0  1
  AMP PEAK 13(7P11.2) MUTATED   50 24
  AMP PEAK 13(7P11.2) WILD-TYPE 53 18
  AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE 
                           74                            71 
  AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE 
                           24                            18 
$`AMP PEAK 13(7P11.2) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O 
       40.08         2.66         6.58        19.00        32.84        12.16 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A42E 
        5.06         8.35         8.25         5.88         3.65         9.99 
TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-DK-A1A3 
       23.01         0.43        12.92         4.90         5.46         2.53 
TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 
        2.14        18.41       130.85       112.44         1.81        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM 
        7.76       123.85        87.29         2.20         3.98         7.82 
TCGA-DK-A3IN TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3X1 TCGA-DK-A3X2 
        8.22        50.27        20.02         9.67        41.03        17.98 
TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B6 
       43.59         0.49         0.56         8.81         8.94         6.87 
TCGA-FD-A3B7 TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS 
        4.01         8.94        24.30        46.78        19.79         1.94 
TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EO 
        7.89         6.84         3.48         4.08         3.22        35.24 
TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD 
        0.82         2.86         2.24         4.50         1.38         1.02 
TCGA-GD-A2C5 TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JW TCGA-GV-A3JZ 
        7.69        20.98         6.38         7.56         6.41         5.69 
TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ 
        7.63         7.79         6.64         6.38         5.33         6.71 
TCGA-K4-A3WV TCGA-MV-A51V 
        4.64         3.68 

$`AMP PEAK 13(7P11.2) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
        7.33         6.74        11.93        17.85        19.46         5.06 
TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 
       14.89        14.93         4.64         2.07         8.98         1.94 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.46         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 
        0.10         0.10         7.20         5.19         8.09         1.84 
TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
       31.40        19.00         8.91        16.14        17.62        15.62 
TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E7-A3Y1 
       10.49        15.09         8.28        10.55       131.15         0.10 
TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B4 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA 
        0.53         0.56        15.68        11.05        15.88        32.02 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FJ-A3Z7 
       10.98         6.12         6.81         5.49         4.54        15.16 
TCGA-FJ-A3Z9 TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2ES 
        7.10        61.94        30.61         5.65        26.93        17.26 
TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3OO TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP 
        7.04        20.12         1.32         2.50         1.08         2.10 
TCGA-GD-A3OQ TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3QI TCGA-H4-A2HO 
        3.12         3.22         4.37         6.15         4.11         1.51 
TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        8.71         3.42         2.50         6.48         3.42 

  AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE 
                         0.43                          0.07 
  AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE 
                        7.215                         6.740 
[1] "0.4 - 130.8 (7.2)" "0.1 - 131.2 (6.7)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 13(7P11.2) MUTATED"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"AMP PEAK 13(7P11.2) WILD-TYPE"   "AMP PEAK 13(7P11.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "AMP PEAK 13(7P11.2) MUTATED" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"AMP PEAK 13(7P11.2) WILD-TYPE" "AMP PEAK 13(7P11.2) WILD-TYPE" 
                   TCGA-MV-A51V 
  "AMP PEAK 13(7P11.2) MUTATED" 
[1] "hr=" "1"  
D13V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 13(7P11.2) MUTATED         1       22        24       28
  AMP PEAK 13(7P11.2) WILD-TYPE       1       27        25       20
D13V3, multiclass
           clus
vv          AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           22                            27
  STAGE III                          24                            25
  STAGE IV                           28                            20
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK 13(7P11.2) MUTATED         23 35 11
  AMP PEAK 13(7P11.2) WILD-TYPE       21 34 11
D13V4, multiclass
          clus
vv         AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE
  T0+T1+T2                          23                            21
  T3                                35                            34
  T4                                11                            11
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK 13(7P11.2) MUTATED   40  5 19  4
  AMP PEAK 13(7P11.2) WILD-TYPE 51  9  8  1
D13V5, multiclass
    clus
vv   AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE
  N0                          40                            51
  N1                           5                             9
  N2                          19                             8
  N3                           4                             1
                               vv
clus                            M0 M1 MX
  AMP PEAK 13(7P11.2) MUTATED   45  2 29
  AMP PEAK 13(7P11.2) WILD-TYPE 45  3 27
D13V6, multiclass
    clus
vv   AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE
  M0                          45                            45
  M1                           2                             3
  MX                          29                            27
D13V7, binary
                               cls
clus                             0  1
  AMP PEAK 13(7P11.2) MUTATED   19 58
  AMP PEAK 13(7P11.2) WILD-TYPE 17 58
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 13(7P11.2) MUTATED     19   58
  AMP PEAK 13(7P11.2) WILD-TYPE   17   58
        clus
vv       AMP PEAK 13(7P11.2) MUTATED AMP PEAK 13(7P11.2) WILD-TYPE
  FEMALE                          19                            17
  MALE                            58                            58
D13V8, continuous
D13V9, continuous
D13V10, continuous

Clustering(14) Variable = AMP PEAK 14(8P11.23) MUTATION ANALYSIS
D14V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 14(8P11.23) MUTATED   29 17
  AMP PEAK 14(8P11.23) WILD-TYPE 74 25
  AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE 
                            46                             99 
  AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE 
                            17                             25 
$`AMP PEAK 14(8P11.23) MUTATED`
TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A20N TCGA-BT-A20V TCGA-BT-A2LA TCGA-BT-A2LD 
        2.66         6.74        32.84         5.06         5.88         3.65 
TCGA-BT-A42E TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CU-A3QU TCGA-DK-A1A5 TCGA-DK-A1AD 
        9.99        23.01         0.69         5.19         2.14       112.44 
TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IU 
       10.59        87.29         2.20        10.49        50.27        20.02 
TCGA-DK-A3WX TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-FD-A3B7 TCGA-FD-A3NA 
       10.55        17.98        43.59         0.49         4.01        32.02 
TCGA-FD-A3SJ TCGA-FD-A3SM TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U 
       24.30         6.12        46.78        19.79         1.94         6.84 
TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2ES TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM 
        3.48         3.22        17.26        20.12         0.82         2.86 
TCGA-GC-A3I6 TCGA-GC-A3RD TCGA-GD-A2C5 TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX 
        2.24         1.02         7.69         4.37         6.41         6.15 
TCGA-GV-A3QI TCGA-GV-A40E TCGA-K4-A3WU TCGA-K4-A3WV 
        4.11         6.38         3.42         4.64 

$`AMP PEAK 14(8P11.23) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20O 
       40.08         7.33         6.58        11.93        19.00        12.16 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20W 
       17.85        19.46         5.06        14.89        14.93         8.35 
TCGA-BT-A20X TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HR 
        8.25         4.64         2.07         8.98         1.94         0.46 
TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X 
        0.43         0.13         0.07         0.10         0.07         0.10 
TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL 
        0.10        12.92         4.90         7.20         5.46         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB 
        1.84         2.53        31.40        18.41        19.00         8.91 
TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 
      130.85        16.14        17.62        15.62         1.81         7.76 
TCGA-DK-A2I4 TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IV 
      123.85         3.98         7.82         8.22        15.09         9.67 
TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A541 
        8.28       131.15        41.03         0.10         0.53         0.56 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B8 
        0.56         8.81        15.68         8.94         6.87        11.05 
TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3SL TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP 
        8.94        15.88        10.98         6.81         5.49         4.54 
TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EJ 
        7.89        15.16         7.10         4.08        61.94        30.61 
TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A3IB TCGA-GC-A3OO TCGA-GC-A3RB 
        5.65        26.93        35.24         7.04         1.32         4.50 
TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS 
        1.38         2.50         1.08         2.10         3.12        20.98 
TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH 
        6.38         7.56         3.22         5.69         7.63         7.79 
TCGA-GV-A3QK TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A4AB 
        6.64         5.33         1.51         6.71         8.71         2.50 
TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        6.48         3.42         3.68 

  AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE 
                          0.49                           0.07 
  AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE 
                        112.44                         131.15 
  AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE 
                         6.265                          7.200 
[1] "0.5 - 112.4 (6.3)" "0.1 - 131.2 (7.2)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 14(8P11.23) MUTATED"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 14(8P11.23) WILD-TYPE"   "AMP PEAK 14(8P11.23) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 14(8P11.23) MUTATED" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 14(8P11.23) WILD-TYPE" "AMP PEAK 14(8P11.23) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 14(8P11.23) WILD-TYPE" 
[1] "hr=" "1.2"
D14V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 14(8P11.23) MUTATED         0       15        14       18
  AMP PEAK 14(8P11.23) WILD-TYPE       2       34        35       30
D14V3, multiclass
           clus
vv          AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            15                             34
  STAGE III                           14                             35
  STAGE IV                            18                             30
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 14(8P11.23) MUTATED         16 22  7
  AMP PEAK 14(8P11.23) WILD-TYPE       28 47 15
D14V4, multiclass
          clus
vv         AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE
  T0+T1+T2                           16                             28
  T3                                 22                             47
  T4                                  7                             15
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 14(8P11.23) MUTATED   24  5 12  2
  AMP PEAK 14(8P11.23) WILD-TYPE 67  9 15  3
D14V5, multiclass
    clus
vv   AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE
  N0                           24                             67
  N1                            5                              9
  N2                           12                             15
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  AMP PEAK 14(8P11.23) MUTATED   26  2 20
  AMP PEAK 14(8P11.23) WILD-TYPE 64  3 36
D14V6, multiclass
    clus
vv   AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE
  M0                           26                             64
  M1                            2                              3
  MX                           20                             36
D14V7, binary
                                cls
clus                              0  1
  AMP PEAK 14(8P11.23) MUTATED   10 39
  AMP PEAK 14(8P11.23) WILD-TYPE 26 77
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 14(8P11.23) MUTATED     10   39
  AMP PEAK 14(8P11.23) WILD-TYPE   26   77
        clus
vv       AMP PEAK 14(8P11.23) MUTATED AMP PEAK 14(8P11.23) WILD-TYPE
  FEMALE                           10                             26
  MALE                             39                             77
D14V8, continuous
D14V9, continuous
D14V10, continuous

Clustering(15) Variable = AMP PEAK 15(8P11.21) MUTATION ANALYSIS
D15V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 15(8P11.21) MUTATED   32 15
  AMP PEAK 15(8P11.21) WILD-TYPE 71 27
  AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE 
                            47                             98 
  AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE 
                            15                             27 
$`AMP PEAK 15(8P11.21) MUTATED`
TCGA-BL-A3JM TCGA-BT-A20N TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A42E 
        6.74        32.84         8.35         5.88         3.65         9.99 
TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3QU TCGA-DK-A1A6 
       23.01         0.69         0.10        12.92         5.19        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AD TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK 
       18.41       112.44        10.59       123.85        87.29         2.20 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3WX TCGA-DK-A3X2 TCGA-E5-A2PC 
       10.49        50.27        20.02        10.55        17.98        43.59 
TCGA-E7-A4IJ TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS 
        0.49        32.02        24.30        46.78        19.79         1.94 
TCGA-FD-A43N TCGA-FD-A43U TCGA-FT-A3EE TCGA-G2-A2ES TCGA-GC-A3BM TCGA-GC-A3I6 
        7.89         6.84         3.22        17.26         2.86         2.24 
TCGA-GC-A3RB TCGA-GD-A3OS TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        4.50        20.98         4.37         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40E TCGA-K4-A3WS TCGA-K4-A3WU 
        7.79         4.11         6.38         8.71         3.42 

$`AMP PEAK 15(8P11.21) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         2.66         6.58        11.93        19.00 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U 
       12.16        17.85        19.46         5.06        14.89        14.93 
TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 
        5.06         8.25         4.64         2.07         8.98         1.94 
TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.46         0.43         0.13         0.07         0.10         0.07 
TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 
        0.10         4.90         7.20         5.46         8.09         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE 
        2.53         2.14        19.00         8.91       130.85        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A3IL TCGA-DK-A3IM 
       17.62        15.62         1.81         7.76         3.98         7.82 
TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 
        8.22        15.09         9.67         8.28       131.15        41.03 
TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 
        0.10         0.53         0.56         0.56         8.81        15.68 
TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
        8.94         6.87         4.01        11.05         8.94        15.88 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FJ-A3Z7 
       10.98         6.12         6.81         5.49         4.54        15.16 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK 
        7.10         3.48         4.08        61.94        30.61         5.65 
TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3OO 
       26.93        35.24         7.04        20.12         0.82         1.32 
TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP 
        1.38         1.02         2.50         1.08         7.69         2.10 
TCGA-GD-A3OQ TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3QK 
        3.12         6.38         7.56         3.22         6.41         6.64 
TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        5.33         1.51         6.71         4.64         2.50         6.48 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

  AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE 
                          0.10                           0.07 
  AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE 
                        123.85                         131.15 
  AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE 
                          8.35                           6.53 
[1] "0.1 - 123.8 (8.3)" "0.1 - 131.2 (6.5)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 15(8P11.21) WILD-TYPE"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 15(8P11.21) MUTATED" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 15(8P11.21) MUTATED"   "AMP PEAK 15(8P11.21) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 15(8P11.21) WILD-TYPE" "AMP PEAK 15(8P11.21) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 15(8P11.21) WILD-TYPE" 
[1] "hr=" "1.4"
D15V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 15(8P11.21) MUTATED         0       13        17       17
  AMP PEAK 15(8P11.21) WILD-TYPE       2       36        32       31
D15V3, multiclass
           clus
vv          AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            13                             36
  STAGE III                           17                             32
  STAGE IV                            17                             31
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 15(8P11.21) MUTATED         15 25  6
  AMP PEAK 15(8P11.21) WILD-TYPE       29 44 16
D15V4, multiclass
          clus
vv         AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE
  T0+T1+T2                           15                             29
  T3                                 25                             44
  T4                                  6                             16
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 15(8P11.21) MUTATED   27  6 10  2
  AMP PEAK 15(8P11.21) WILD-TYPE 64  8 17  3
D15V5, multiclass
    clus
vv   AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE
  N0                           27                             64
  N1                            6                              8
  N2                           10                             17
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  AMP PEAK 15(8P11.21) MUTATED   28  0 21
  AMP PEAK 15(8P11.21) WILD-TYPE 62  5 35
D15V6, multiclass
    clus
vv   AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE
  M0                           28                             62
  M1                            0                              5
  MX                           21                             35
D15V7, binary
                                cls
clus                              0  1
  AMP PEAK 15(8P11.21) MUTATED    8 41
  AMP PEAK 15(8P11.21) WILD-TYPE 28 75
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 15(8P11.21) MUTATED      8   41
  AMP PEAK 15(8P11.21) WILD-TYPE   28   75
        clus
vv       AMP PEAK 15(8P11.21) MUTATED AMP PEAK 15(8P11.21) WILD-TYPE
  FEMALE                            8                             28
  MALE                             41                             75
D15V8, continuous
D15V9, continuous
D15V10, continuous

Clustering(16) Variable = AMP PEAK 16(8Q22.3) MUTATION ANALYSIS
D16V1, survival
                               sevent
clus2                            0  1
  AMP PEAK 16(8Q22.3) MUTATED   70 25
  AMP PEAK 16(8Q22.3) WILD-TYPE 33 17
  AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE 
                           95                            50 
  AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE 
                           25                            17 
$`AMP PEAK 16(8Q22.3) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20T 
       40.08         2.66         6.74        19.00        32.84        14.89 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A42E 
        5.06         8.35         8.25         5.88         3.65         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S 
        8.98         1.94        23.01         0.43         0.69         0.13 
TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 
        0.10        12.92         7.20         5.46         5.19         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD 
        2.53         2.14        31.40        18.41       130.85       112.44 
TCGA-DK-A1AE TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IM 
       16.14        10.59       123.85        87.29         2.20         7.82 
TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3WX 
        8.22        10.49        50.27        15.09        20.02        10.55 
TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A541 
       41.03        17.98        43.59         0.49         0.53         0.56 
TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N6 TCGA-FD-A3NA 
        0.56         8.94         6.87         4.01        15.88        32.02 
TCGA-FD-A3SJ TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 
       24.30         4.54        46.78         7.89         6.84        15.16 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES 
        7.10         3.48         3.22         5.65        35.24        17.26 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3RD 
       20.12         0.82         2.86         2.24         4.50         1.02 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        2.50         1.08         2.10         3.12        20.98         6.38 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        3.22         4.37         6.41         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40E TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS 
        7.79         4.11         6.38         1.51         6.71         8.71 
TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         2.50         6.48         3.42         3.68 

$`AMP PEAK 16(8Q22.3) WILD-TYPE`
TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q 
        7.33         6.58        11.93        12.16        17.85        19.46 
TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A3PH TCGA-BT-A3PK TCGA-CF-A1HR TCGA-CF-A47T 
        5.06        14.93         4.64         2.07         0.46         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A3YL TCGA-DK-A1AA 
        0.10         0.07         0.10         4.90         8.09        19.00 
TCGA-DK-A1AB TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A3IL 
        8.91        17.62        15.62         1.81         7.76         3.98 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-FD-A3B3 TCGA-FD-A3B4 
        9.67         8.28       131.15         0.10         8.81        15.68 
TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
       11.05         8.94        10.98         6.12         6.81         5.49 
TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EL 
       19.79         1.94         4.08        61.94        30.61        26.93 
TCGA-G2-A3IB TCGA-GC-A3OO TCGA-GC-A3RC TCGA-GD-A2C5 TCGA-GU-A42Q TCGA-GV-A3QK 
        7.04         1.32         1.38         7.69         7.56         6.64 
TCGA-GV-A40G TCGA-K4-A3WV 
        5.33         4.64 

  AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE 
                         0.10                          0.07 
  AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE 
                       130.85                        131.15 
  AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE 
                        6.710                         7.445 
[1] "0.1 - 130.8 (6.7)" "0.1 - 131.2 (7.4)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"AMP PEAK 16(8Q22.3) WILD-TYPE" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "AMP PEAK 16(8Q22.3) MUTATED" "AMP PEAK 16(8Q22.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"AMP PEAK 16(8Q22.3) WILD-TYPE"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "AMP PEAK 16(8Q22.3) MUTATED"   "AMP PEAK 16(8Q22.3) MUTATED" 
                   TCGA-MV-A51V 
  "AMP PEAK 16(8Q22.3) MUTATED" 
[1] "hr=" "1.4"
D16V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 16(8Q22.3) MUTATED         2       30        33       30
  AMP PEAK 16(8Q22.3) WILD-TYPE       0       19        16       18
D16V3, multiclass
           clus
vv          AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE
  STAGE I                             2                             0
  STAGE II                           30                            19
  STAGE III                          33                            16
  STAGE IV                           30                            18
                               vv
clus                            T0+T1+T2 T3 T4
  AMP PEAK 16(8Q22.3) MUTATED         31 43 14
  AMP PEAK 16(8Q22.3) WILD-TYPE       13 26  8
D16V4, multiclass
          clus
vv         AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE
  T0+T1+T2                          31                            13
  T3                                43                            26
  T4                                14                             8
                               vv
clus                            N0 N1 N2 N3
  AMP PEAK 16(8Q22.3) MUTATED   57 12 16  2
  AMP PEAK 16(8Q22.3) WILD-TYPE 34  2 11  3
D16V5, multiclass
    clus
vv   AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE
  N0                          57                            34
  N1                          12                             2
  N2                          16                            11
  N3                           2                             3
                               vv
clus                            M0 M1 MX
  AMP PEAK 16(8Q22.3) MUTATED   56  3 38
  AMP PEAK 16(8Q22.3) WILD-TYPE 34  2 18
D16V6, multiclass
    clus
vv   AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE
  M0                          56                            34
  M1                           3                             2
  MX                          38                            18
D16V7, binary
                               cls
clus                             0  1
  AMP PEAK 16(8Q22.3) MUTATED   18 80
  AMP PEAK 16(8Q22.3) WILD-TYPE 18 36
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 16(8Q22.3) MUTATED     18   80
  AMP PEAK 16(8Q22.3) WILD-TYPE   18   36
        clus
vv       AMP PEAK 16(8Q22.3) MUTATED AMP PEAK 16(8Q22.3) WILD-TYPE
  FEMALE                          18                            18
  MALE                            80                            36
D16V8, continuous
D16V9, continuous
D16V10, continuous

Clustering(17) Variable = AMP PEAK 17(8Q24.21) MUTATION ANALYSIS
D17V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 17(8Q24.21) MUTATED   65 25
  AMP PEAK 17(8Q24.21) WILD-TYPE 38 17
  AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE 
                            90                             55 
  AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE 
                            25                             17 
$`AMP PEAK 17(8Q24.21) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N 
       40.08         2.66         6.74        11.93        19.00        32.84 
TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A42E 
       14.89         5.06         8.35         8.25         5.88         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S 
        8.98         1.94        23.01         0.43         0.69         0.13 
TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 
        0.10        12.92         7.20         5.46         5.19         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD 
        2.53         2.14        31.40        18.41       130.85       112.44 
TCGA-DK-A1AE TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IM 
       16.14        10.59       123.85        87.29         2.20         7.82 
TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3WX 
        8.22        10.49        50.27        15.09        20.02        10.55 
TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A541 
       41.03        17.98        43.59         0.49         0.53         0.56 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N6 TCGA-FD-A3SJ TCGA-FD-A3SQ TCGA-FD-A43N 
        6.87         4.01        15.88        24.30        46.78         7.89 
TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF 
        6.84         7.10         3.48         4.08         3.22        61.94 
TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM 
        5.65        35.24        17.26        20.12         0.82         2.86 
TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP 
        2.24         4.50         1.02         2.50         1.08         2.10 
TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3JW 
        3.12        20.98         6.38         7.56         4.37         6.41 
TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40E 
        6.15         5.69         7.63         7.79         4.11         6.38 
TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC TCGA-MV-A51V 
        6.71         8.71         3.42         2.50         6.48         3.68 

$`AMP PEAK 17(8Q24.21) WILD-TYPE`
TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
        7.33         6.58        12.16        17.85        19.46         5.06 
TCGA-BT-A20U TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-CF-A1HR TCGA-CF-A47T 
       14.93         3.65         4.64         2.07         0.46         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A3YL TCGA-DK-A1AA 
        0.10         0.07         0.10         4.90         8.09        19.00 
TCGA-DK-A1AB TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A3IL 
        8.91        17.62        15.62         1.81         7.76         3.98 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A5KE TCGA-FD-A3B3 
        9.67         8.28       131.15         0.10         0.56         8.81 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3NA TCGA-FD-A3SL 
       15.68         8.94        11.05         8.94        32.02        10.98 
TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FD-A3SS 
        6.12         6.81         5.49         4.54        19.79         1.94 
TCGA-FJ-A3Z7 TCGA-G2-A2EJ TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3OO TCGA-GC-A3RC 
       15.16        30.61        26.93         7.04         1.32         1.38 
TCGA-GD-A2C5 TCGA-GU-A42R TCGA-GV-A3QK TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WV 
        7.69         3.22         6.64         5.33         1.51         4.64 
TCGA-LT-A5Z6 
        3.42 

  AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE 
                          0.10                           0.07 
  AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE 
                        130.85                         131.15 
  AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE 
                         6.855                          6.810 
[1] "0.1 - 130.8 (6.9)" "0.1 - 131.2 (6.8)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-MV-A51V 
  "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-MV-A51V 
  "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 17(8Q24.21) WILD-TYPE" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 17(8Q24.21) MUTATED"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 17(8Q24.21) WILD-TYPE"   "AMP PEAK 17(8Q24.21) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 17(8Q24.21) MUTATED" "AMP PEAK 17(8Q24.21) WILD-TYPE" 
                    TCGA-MV-A51V 
  "AMP PEAK 17(8Q24.21) MUTATED" 
[1] "hr=" "1.4"
D17V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 17(8Q24.21) MUTATED         2       28        34       27
  AMP PEAK 17(8Q24.21) WILD-TYPE       0       21        15       21
D17V3, multiclass
           clus
vv          AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE
  STAGE I                              2                              0
  STAGE II                            28                             21
  STAGE III                           34                             15
  STAGE IV                            27                             21
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 17(8Q24.21) MUTATED         29 43 12
  AMP PEAK 17(8Q24.21) WILD-TYPE       15 26 10
D17V4, multiclass
          clus
vv         AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE
  T0+T1+T2                           29                             15
  T3                                 43                             26
  T4                                 12                             10
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 17(8Q24.21) MUTATED   58 10 15  2
  AMP PEAK 17(8Q24.21) WILD-TYPE 33  4 12  3
D17V5, multiclass
    clus
vv   AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE
  N0                           58                             33
  N1                           10                              4
  N2                           15                             12
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  AMP PEAK 17(8Q24.21) MUTATED   59  3 31
  AMP PEAK 17(8Q24.21) WILD-TYPE 31  2 25
D17V6, multiclass
    clus
vv   AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE
  M0                           59                             31
  M1                            3                              2
  MX                           31                             25
D17V7, binary
                                cls
clus                              0  1
  AMP PEAK 17(8Q24.21) MUTATED   17 77
  AMP PEAK 17(8Q24.21) WILD-TYPE 19 39
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 17(8Q24.21) MUTATED     17   77
  AMP PEAK 17(8Q24.21) WILD-TYPE   19   39
        clus
vv       AMP PEAK 17(8Q24.21) MUTATED AMP PEAK 17(8Q24.21) WILD-TYPE
  FEMALE                           17                             19
  MALE                             77                             39
D17V8, continuous
D17V9, continuous
D17V10, continuous

Clustering(18) Variable = AMP PEAK 18(10P15.1) MUTATION ANALYSIS
D18V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 18(10P15.1) MUTATED   36 23
  AMP PEAK 18(10P15.1) WILD-TYPE 67 19
  AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE 
                            59                             86 
  AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE 
                            23                             19 
$`AMP PEAK 18(10P15.1) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A20N TCGA-BT-A20Q TCGA-BT-A20R 
       40.08         2.66         6.58        32.84        19.46         5.06 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0EZ 
        5.06         8.35         3.65         4.64         9.99         8.98 
TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CU-A0YN TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 
       23.01         0.43        12.92         5.46         5.19         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX 
        2.53         2.14        31.40       130.85       112.44         1.81 
TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IV 
       10.59        87.29         3.98         7.82         8.22         9.67 
TCGA-DK-A3X1 TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3NA 
       41.03         8.81         8.94         6.87         8.94        32.02 
TCGA-FD-A3SJ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FT-A3EE 
       24.30        19.79         1.94         7.89        15.16         3.22 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RB TCGA-GC-A3RD 
       35.24        17.26        20.12         0.82         4.50         1.02 
TCGA-GD-A2C5 TCGA-GD-A3OS TCGA-GU-A42P TCGA-GV-A3JW TCGA-GV-A3QF TCGA-GV-A3QH 
        7.69        20.98         6.38         6.41         7.63         7.79 
TCGA-GV-A40E TCGA-K4-A3WS TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        6.38         8.71         6.48         3.42         3.68 

$`AMP PEAK 18(10P15.1) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20O TCGA-BT-A20P 
        7.33         6.74        11.93        19.00        12.16        17.85 
TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PK TCGA-C4-A0F0 
       14.89        14.93         8.25         5.88         2.07         1.94 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.46         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3YL TCGA-DK-A1A7 
        0.10         0.10         4.90         7.20         8.09        18.41 
TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I2 
       19.00         8.91        16.14        17.62        15.62         7.76 
TCGA-DK-A2I4 TCGA-DK-A3IK TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU 
      123.85         2.20        10.49        50.27        15.09        20.02 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 
        8.28        10.55       131.15        17.98        43.59         0.10 
TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B4 TCGA-FD-A3B7 
        0.49         0.53         0.56         0.56        15.68         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
       11.05        15.88        10.98         6.12         6.81         5.49 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF 
        4.54        46.78         6.84         7.10         3.48         4.08 
TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3BM 
       61.94        30.61         5.65        26.93         7.04         2.86 
TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP 
        2.24         1.32         1.38         2.50         1.08         2.10 
TCGA-GD-A3OQ TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ 
        3.12         7.56         3.22         4.37         6.15         5.69 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WU 
        4.11         6.64         5.33         1.51         6.71         3.42 
TCGA-K4-A3WV TCGA-K4-A4AB 
        4.64         2.50 

  AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE 
                          0.43                           0.07 
  AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE 
                        130.85                         131.15 
  AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE 
                         7.820                          6.395 
[1] "0.4 - 130.8 (7.8)" "0.1 - 131.2 (6.4)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-MV-A51V 
  "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-MV-A51V 
  "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 18(10P15.1) WILD-TYPE"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 18(10P15.1) MUTATED" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 18(10P15.1) WILD-TYPE" "AMP PEAK 18(10P15.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 18(10P15.1) MUTATED"   "AMP PEAK 18(10P15.1) MUTATED" 
                    TCGA-MV-A51V 
  "AMP PEAK 18(10P15.1) MUTATED" 
[1] "hr=" "1.3"
D18V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 18(10P15.1) MUTATED         1       17        20       22
  AMP PEAK 18(10P15.1) WILD-TYPE       1       32        29       26
D18V3, multiclass
           clus
vv          AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE
  STAGE I                              1                              1
  STAGE II                            17                             32
  STAGE III                           20                             29
  STAGE IV                            22                             26
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 18(10P15.1) MUTATED         16 30  9
  AMP PEAK 18(10P15.1) WILD-TYPE       28 39 13
D18V4, multiclass
          clus
vv         AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE
  T0+T1+T2                           16                             28
  T3                                 30                             39
  T4                                  9                             13
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 18(10P15.1) MUTATED   30  8 14  1
  AMP PEAK 18(10P15.1) WILD-TYPE 61  6 13  4
D18V5, multiclass
    clus
vv   AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE
  N0                           30                             61
  N1                            8                              6
  N2                           14                             13
  N3                            1                              4
                                vv
clus                             M0 M1 MX
  AMP PEAK 18(10P15.1) MUTATED   35  1 25
  AMP PEAK 18(10P15.1) WILD-TYPE 55  4 31
D18V6, multiclass
    clus
vv   AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE
  M0                           35                             55
  M1                            1                              4
  MX                           25                             31
D18V7, binary
                                cls
clus                              0  1
  AMP PEAK 18(10P15.1) MUTATED   15 47
  AMP PEAK 18(10P15.1) WILD-TYPE 21 69
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 18(10P15.1) MUTATED     15   47
  AMP PEAK 18(10P15.1) WILD-TYPE   21   69
        clus
vv       AMP PEAK 18(10P15.1) MUTATED AMP PEAK 18(10P15.1) WILD-TYPE
  FEMALE                           15                             21
  MALE                             47                             69
D18V8, continuous
D18V9, continuous
D18V10, continuous

Clustering(19) Variable = AMP PEAK 19(11Q13.3) MUTATION ANALYSIS
D19V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 19(11Q13.3) MUTATED   38 19
  AMP PEAK 19(11Q13.3) WILD-TYPE 65 23
  AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE 
                            57                             88 
  AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE 
                            19                             23 
$`AMP PEAK 19(11Q13.3) MUTATED`
TCGA-BL-A13J TCGA-BT-A20N TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0F6 
        2.66        32.84         5.88         4.64         9.99        23.01 
TCGA-CF-A1HS TCGA-CF-A47V TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ 
        0.43         0.10        12.92         4.90         7.20         5.46 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AF TCGA-DK-A2I1 
        1.84         2.53         2.14        31.40        17.62        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IQ TCGA-DK-A3WX 
        7.76        87.29         3.98         7.82        10.49        10.55 
TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3B6 
       41.03        17.98        43.59         0.56         8.94         6.87 
TCGA-FD-A3B7 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 
        4.01        32.02        24.30         7.89         6.84        15.16 
TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3RC TCGA-GC-A3RD 
       17.26         7.04        20.12         2.24         1.38         1.02 
TCGA-GD-A2C5 TCGA-GD-A3OS TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QF 
        7.69        20.98         4.37         6.41         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ 
        7.79         4.11         6.64         6.38         5.33         6.71 
TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        4.64         2.50         6.48 

$`AMP PEAK 19(11Q13.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         6.74         6.58        11.93        19.00 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U 
       12.16        17.85        19.46         5.06        14.89        14.93 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LD TCGA-BT-A3PK TCGA-C4-A0EZ 
        5.06         8.35         8.25         3.65         2.07         8.98 
TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47W 
        1.94         0.46         0.69         0.13         0.07         0.07 
TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A7 TCGA-DK-A1AA 
        0.10         0.10         5.19         8.09        18.41        19.00 
TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AG TCGA-DK-A2HX 
        8.91       130.85       112.44        16.14        15.62         1.81 
TCGA-DK-A2I4 TCGA-DK-A3IK TCGA-DK-A3IN TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU 
      123.85         2.20         8.22        50.27        15.09        20.02 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ 
        9.67         8.28       131.15         0.10         0.49         0.53 
TCGA-E7-A541 TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
        0.56         8.81        15.68        11.05         8.94        15.88 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ 
       10.98         6.12         6.81         5.49         4.54        46.78 
TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE 
       19.79         1.94         7.10         3.48         4.08         3.22 
TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A3VY 
       61.94        30.61         5.65        26.93        35.24         0.82 
TCGA-GC-A3BM TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP 
        2.86         1.32         4.50         2.50         1.08         2.10 
TCGA-GD-A3OQ TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JX TCGA-H4-A2HO 
        3.12         6.38         7.56         3.22         6.15         1.51 
TCGA-K4-A3WS TCGA-K4-A3WU TCGA-LT-A5Z6 TCGA-MV-A51V 
        8.71         3.42         3.42         3.68 

  AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE 
                          0.10                           0.07 
  AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE 
                         87.29                         131.15 
  AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE 
                         6.870                          6.775 
[1] "0.1 - 87.3 (6.9)"  "0.1 - 131.2 (6.8)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 19(11Q13.3) WILD-TYPE"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 19(11Q13.3) WILD-TYPE" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 19(11Q13.3) MUTATED"   "AMP PEAK 19(11Q13.3) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 19(11Q13.3) MUTATED" "AMP PEAK 19(11Q13.3) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 19(11Q13.3) WILD-TYPE" 
[1] "hr=" "1.3"
D19V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 19(11Q13.3) MUTATED         0       18        17       22
  AMP PEAK 19(11Q13.3) WILD-TYPE       2       31        32       26
D19V3, multiclass
           clus
vv          AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            18                             31
  STAGE III                           17                             32
  STAGE IV                            22                             26
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 19(11Q13.3) MUTATED         19 27  7
  AMP PEAK 19(11Q13.3) WILD-TYPE       25 42 15
D19V4, multiclass
          clus
vv         AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE
  T0+T1+T2                           19                             25
  T3                                 27                             42
  T4                                  7                             15
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 19(11Q13.3) MUTATED   30  5 15  2
  AMP PEAK 19(11Q13.3) WILD-TYPE 61  9 12  3
D19V5, multiclass
    clus
vv   AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE
  N0                           30                             61
  N1                            5                              9
  N2                           15                             12
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  AMP PEAK 19(11Q13.3) MUTATED   30  1 28
  AMP PEAK 19(11Q13.3) WILD-TYPE 60  4 28
D19V6, multiclass
    clus
vv   AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE
  M0                           30                             60
  M1                            1                              4
  MX                           28                             28
D19V7, binary
                                cls
clus                              0  1
  AMP PEAK 19(11Q13.3) MUTATED   16 43
  AMP PEAK 19(11Q13.3) WILD-TYPE 20 73
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 19(11Q13.3) MUTATED     16   43
  AMP PEAK 19(11Q13.3) WILD-TYPE   20   73
        clus
vv       AMP PEAK 19(11Q13.3) MUTATED AMP PEAK 19(11Q13.3) WILD-TYPE
  FEMALE                           16                             20
  MALE                             43                             73
D19V8, continuous
D19V9, continuous
D19V10, continuous

Clustering(20) Variable = AMP PEAK 20(11Q22.1) MUTATION ANALYSIS
D20V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 20(11Q22.1) MUTATED   21  5
  AMP PEAK 20(11Q22.1) WILD-TYPE 82 37
  AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE 
                            26                            119 
  AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE 
                             5                             37 
$`AMP PEAK 20(11Q22.1) MUTATED`
TCGA-BT-A20W TCGA-BT-A42E TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CU-A0YR TCGA-CU-A5W6 
        8.35         9.99         1.94        23.01         7.20         1.84 
TCGA-DK-A1A3 TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3WX TCGA-DK-A3X1 
        2.53        10.59        87.29         3.98        10.55        41.03 
TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-FD-A3B6 TCGA-FD-A3NA TCGA-FJ-A3Z7 TCGA-GC-A3I6 
       17.98        43.59         6.87        32.02        15.16         2.24 
TCGA-GC-A3RC TCGA-GC-A3YS TCGA-GD-A3OS TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A40E 
        1.38         1.08        20.98         7.63         4.11         6.38 
TCGA-K4-A4AB TCGA-K4-A4AC 
        2.50         6.48 

$`AMP PEAK 20(11Q22.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
       19.00        32.84        12.16        17.85        19.46         5.06 
TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD 
       14.89        14.93         5.06         8.25         5.88         3.65 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C 
        4.64         2.07         8.98         0.46         0.43         0.69 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y 
        0.13         0.07         0.10         0.07         0.10         0.10 
TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A5 
       12.92         4.90         5.46         5.19         8.09         2.14 
TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD 
       31.40        18.41        19.00         8.91       130.85       112.44 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A2I4 
       16.14        17.62        15.62         1.81         7.76       123.85 
TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT 
        2.20         7.82         8.22        10.49        50.27        15.09 
TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4IJ 
       20.02         9.67         8.28       131.15         0.10         0.49 
TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 
        0.53         0.56         0.56         8.81        15.68         8.94 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3SJ TCGA-FD-A3SL 
        4.01        11.05         8.94        15.88        24.30        10.98 
TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
        6.12         6.81         5.49         4.54        46.78        19.79 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF 
        1.94         7.89         6.84         7.10         3.48         4.08 
TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO 
        3.22        61.94        30.61         5.65        26.93        35.24 
TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3OO 
       17.26         7.04        20.12         0.82         2.86         1.32 
TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ 
        4.50         1.02         2.50         7.69         2.10         3.12 
TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX 
        6.38         7.56         3.22         4.37         6.41         6.15 
TCGA-GV-A3JZ TCGA-GV-A3QH TCGA-GV-A3QK TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ 
        5.69         7.79         6.64         5.33         1.51         6.71 
TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV TCGA-LT-A5Z6 TCGA-MV-A51V 
        8.71         3.42         4.64         3.42         3.68 

  AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE 
                          1.08                           0.07 
  AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE 
                         87.29                         131.15 
  AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE 
                         7.415                          6.740 
[1] "1.1 - 87.3 (7.4)"  "0.1 - 131.2 (6.7)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 20(11Q22.1) MUTATED"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 20(11Q22.1) MUTATED"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 20(11Q22.1) MUTATED"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 20(11Q22.1) MUTATED"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 20(11Q22.1) MUTATED"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 20(11Q22.1) MUTATED"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 20(11Q22.1) WILD-TYPE" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 20(11Q22.1) WILD-TYPE"   "AMP PEAK 20(11Q22.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 20(11Q22.1) MUTATED" "AMP PEAK 20(11Q22.1) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 20(11Q22.1) WILD-TYPE" 
[1] "hr=" "1.9"
D20V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 20(11Q22.1) MUTATED         0        9         8        9
  AMP PEAK 20(11Q22.1) WILD-TYPE       2       40        41       39
D20V3, multiclass
           clus
vv          AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                             9                             40
  STAGE III                            8                             41
  STAGE IV                             9                             39
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 20(11Q22.1) MUTATED         10 11  3
  AMP PEAK 20(11Q22.1) WILD-TYPE       34 58 19
D20V4, multiclass
          clus
vv         AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE
  T0+T1+T2                           10                             34
  T3                                 11                             58
  T4                                  3                             19
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 20(11Q22.1) MUTATED   15  3  6  0
  AMP PEAK 20(11Q22.1) WILD-TYPE 76 11 21  5
D20V5, multiclass
    clus
vv   AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE
  N0                           15                             76
  N1                            3                             11
  N2                            6                             21
  N3                            0                              5
                                vv
clus                             M0 M1 MX
  AMP PEAK 20(11Q22.1) MUTATED   15  0 11
  AMP PEAK 20(11Q22.1) WILD-TYPE 75  5 45
D20V6, multiclass
    clus
vv   AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE
  M0                           15                             75
  M1                            0                              5
  MX                           11                             45
D20V7, binary
                                cls
clus                              0  1
  AMP PEAK 20(11Q22.1) MUTATED    7 19
  AMP PEAK 20(11Q22.1) WILD-TYPE 29 97
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 20(11Q22.1) MUTATED      7   19
  AMP PEAK 20(11Q22.1) WILD-TYPE   29   97
        clus
vv       AMP PEAK 20(11Q22.1) MUTATED AMP PEAK 20(11Q22.1) WILD-TYPE
  FEMALE                            7                             29
  MALE                             19                             97
D20V8, continuous
D20V9, continuous
D20V10, continuous

Clustering(21) Variable = AMP PEAK 21(12Q15) MUTATION ANALYSIS
D21V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 21(12Q15) MUTATED   30 13
  AMP PEAK 21(12Q15) WILD-TYPE 73 29
  AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE 
                          43                          102 
  AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE 
                          13                           29 
$`AMP PEAK 21(12Q15) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20P 
       40.08         2.66         6.74         6.58        19.00        17.85 
TCGA-BT-A20R TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F6 
        5.06         5.06         8.25         2.07         9.99        23.01 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 
        4.90         7.20         1.84         2.53         2.14        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A2I4 TCGA-DK-A3WX TCGA-E7-A541 TCGA-E7-A5KE 
       18.41       130.85       123.85        10.55         0.56         0.56 
TCGA-FJ-A3Z7 TCGA-G2-A2EF TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A3VY TCGA-GC-A3BM 
       15.16        61.94         5.65        35.24         0.82         2.86 
TCGA-GC-A3I6 TCGA-GC-A3RD TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3QH TCGA-GV-A3QI 
        2.24         1.02         3.22         6.41         7.79         4.11 
TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A3WV 
        6.64         6.38         1.51         6.71         3.42         4.64 
TCGA-MV-A51V 
        3.68 

$`AMP PEAK 21(12Q15) WILD-TYPE`
TCGA-BL-A13I TCGA-BT-A0YX TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20Q TCGA-BT-A20T 
        7.33        11.93        32.84        12.16        19.46        14.89 
TCGA-BT-A20U TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-C4-A0EZ 
       14.93         8.35         5.88         3.65         4.64         8.98 
TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T 
        1.94         0.46         0.43         0.69         0.13         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A3KJ 
        0.10         0.07         0.10         0.10        12.92         5.46 
TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A1AE 
        5.19         8.09        19.00         8.91       112.44        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I6 
       17.62        15.62         1.81        10.59         7.76        87.29 
TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS 
        2.20         3.98         7.82         8.22        10.49        50.27 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 
       15.09        20.02         9.67         8.28       131.15        41.03 
TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-FD-A3B3 
       17.98        43.59         0.10         0.49         0.53         8.81 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 
       15.68         8.94         6.87         4.01        11.05         8.94 
TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN 
       15.88        32.02        24.30        10.98         6.12         6.81 
TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N 
        5.49         4.54        46.78        19.79         1.94         7.89 
TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EJ 
        6.84         7.10         3.48         4.08         3.22        30.61 
TCGA-G2-A2EL TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3OO TCGA-GC-A3RB 
       26.93        17.26         7.04        20.12         1.32         4.50 
TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ 
        1.38         2.50         1.08         7.69         2.10         3.12 
TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ 
       20.98         6.38         7.56         4.37         6.15         5.69 
TCGA-GV-A3QF TCGA-GV-A40G TCGA-K4-A3WS TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        7.63         5.33         8.71         2.50         6.48         3.42 

  AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE 
                        0.56                         0.07 
  AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE 
                      130.85                       131.15 
  AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE 
                       6.380                        7.595 
[1] "0.6 - 130.8 (6.4)" "0.1 - 131.2 (7.6)"
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
  "AMP PEAK 21(12Q15) MUTATED"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"AMP PEAK 21(12Q15) WILD-TYPE"   "AMP PEAK 21(12Q15) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "AMP PEAK 21(12Q15) MUTATED" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 21(12Q15) WILD-TYPE" "AMP PEAK 21(12Q15) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 21(12Q15) MUTATED" 
[1] "hr=" "1.1"
D21V2, continuous
                              vv
clus                           STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 21(12Q15) MUTATED         1       17        17       12
  AMP PEAK 21(12Q15) WILD-TYPE       1       32        32       36
D21V3, multiclass
           clus
vv          AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE
  STAGE I                            1                            1
  STAGE II                          17                           32
  STAGE III                         17                           32
  STAGE IV                          12                           36
                              vv
clus                           T0+T1+T2 T3 T4
  AMP PEAK 21(12Q15) MUTATED         15 17  9
  AMP PEAK 21(12Q15) WILD-TYPE       29 52 13
D21V4, multiclass
          clus
vv         AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE
  T0+T1+T2                         15                           29
  T3                               17                           52
  T4                                9                           13
                              vv
clus                           N0 N1 N2 N3
  AMP PEAK 21(12Q15) MUTATED   29  2 10  0
  AMP PEAK 21(12Q15) WILD-TYPE 62 12 17  5
D21V5, multiclass
    clus
vv   AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE
  N0                         29                           62
  N1                          2                           12
  N2                         10                           17
  N3                          0                            5
                              vv
clus                           M0 M1 MX
  AMP PEAK 21(12Q15) MUTATED   31  1 15
  AMP PEAK 21(12Q15) WILD-TYPE 59  4 41
D21V6, multiclass
    clus
vv   AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE
  M0                         31                           59
  M1                          1                            4
  MX                         15                           41
D21V7, binary
                              cls
clus                            0  1
  AMP PEAK 21(12Q15) MUTATED   11 37
  AMP PEAK 21(12Q15) WILD-TYPE 25 79
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 21(12Q15) MUTATED     11   37
  AMP PEAK 21(12Q15) WILD-TYPE   25   79
        clus
vv       AMP PEAK 21(12Q15) MUTATED AMP PEAK 21(12Q15) WILD-TYPE
  FEMALE                         11                           25
  MALE                           37                           79
D21V8, continuous
D21V9, continuous
D21V10, continuous

Clustering(22) Variable = AMP PEAK 22(13Q22.1) MUTATION ANALYSIS
D22V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 22(13Q22.1) MUTATED   37 11
  AMP PEAK 22(13Q22.1) WILD-TYPE 66 31
  AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE 
                            48                             97 
  AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE 
                            11                             31 
$`AMP PEAK 22(13Q22.1) MUTATED`
TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20Q TCGA-BT-A20U 
        6.74         6.58        19.00        32.84        19.46        14.93 
TCGA-BT-A2LD TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CU-A0YN TCGA-CU-A0YR 
        3.65         1.94         0.46         0.43        12.92         7.20 
TCGA-CU-A3YL TCGA-DK-A2HX TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IQ 
        8.09         1.81        87.29         2.20         3.98        10.49 
TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A541 
       50.27        15.09        20.02        41.03        43.59         0.56 
TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3SM TCGA-FJ-A3ZE TCGA-G2-A2EF 
        8.94         6.87         8.94         6.12         3.48        61.94 
TCGA-G2-A2EK TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A3OP 
        5.65         1.32         4.50         1.38         2.50         2.10 
TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
       20.98         6.38         3.22         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QK TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AC TCGA-MV-A51V 
        7.79         6.64         3.42         4.64         6.48         3.68 

$`AMP PEAK 22(13Q22.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P 
       40.08         7.33         2.66        11.93        12.16        17.85 
TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA 
        5.06        14.89         5.06         8.35         8.25         5.88 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F6 TCGA-CF-A27C 
        4.64         2.07         9.99         8.98        23.01         0.69 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y 
        0.13         0.07         0.10         0.07         0.10         0.10 
TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 
        4.90         5.46         5.19         1.84         2.53         2.14 
TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD 
       31.40        18.41        19.00         8.91       130.85       112.44 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 
       16.14        17.62        15.62        10.59         7.76       123.85 
TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
        7.82         8.22         9.67         8.28        10.55       131.15 
TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 
       17.98         0.10         0.49         0.53         0.56         8.81 
TCGA-FD-A3B4 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ 
       15.68         4.01        11.05        15.88        32.02        24.30 
TCGA-FD-A3SL TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
       10.98         6.81         5.49         4.54        46.78        19.79 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF 
        1.94         7.89         6.84        15.16         7.10         4.08 
TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
        3.22        30.61        26.93        35.24        17.26         7.04 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3RD TCGA-GC-A3YS 
       20.12         0.82         2.86         2.24         1.02         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3QI 
        7.69         3.12         7.56         4.37         6.41         4.11 
TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A4AB 
        6.38         5.33         1.51         6.71         8.71         2.50 
TCGA-LT-A5Z6 
        3.42 

  AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE 
                          0.43                           0.07 
  AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE 
                         87.29                         131.15 
  AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE 
                          6.53                           7.33 
[1] "0.4 - 87.3 (6.5)"  "0.1 - 131.2 (7.3)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-MV-A51V 
  "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-MV-A51V 
  "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 22(13Q22.1) MUTATED"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 22(13Q22.1) WILD-TYPE" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 22(13Q22.1) WILD-TYPE"   "AMP PEAK 22(13Q22.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "AMP PEAK 22(13Q22.1) MUTATED" "AMP PEAK 22(13Q22.1) WILD-TYPE" 
                    TCGA-MV-A51V 
  "AMP PEAK 22(13Q22.1) MUTATED" 
[1] "hr=" "1.3"
D22V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 22(13Q22.1) MUTATED         0       18        14       16
  AMP PEAK 22(13Q22.1) WILD-TYPE       2       31        35       32
D22V3, multiclass
           clus
vv          AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            18                             31
  STAGE III                           14                             35
  STAGE IV                            16                             32
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 22(13Q22.1) MUTATED         17 21  6
  AMP PEAK 22(13Q22.1) WILD-TYPE       27 48 16
D22V4, multiclass
          clus
vv         AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE
  T0+T1+T2                           17                             27
  T3                                 21                             48
  T4                                  6                             16
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 22(13Q22.1) MUTATED   31  5  9  2
  AMP PEAK 22(13Q22.1) WILD-TYPE 60  9 18  3
D22V5, multiclass
    clus
vv   AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE
  N0                           31                             60
  N1                            5                              9
  N2                            9                             18
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  AMP PEAK 22(13Q22.1) MUTATED   29  2 19
  AMP PEAK 22(13Q22.1) WILD-TYPE 61  3 37
D22V6, multiclass
    clus
vv   AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE
  M0                           29                             61
  M1                            2                              3
  MX                           19                             37
D22V7, binary
                                cls
clus                              0  1
  AMP PEAK 22(13Q22.1) MUTATED   12 38
  AMP PEAK 22(13Q22.1) WILD-TYPE 24 78
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 22(13Q22.1) MUTATED     12   38
  AMP PEAK 22(13Q22.1) WILD-TYPE   24   78
        clus
vv       AMP PEAK 22(13Q22.1) MUTATED AMP PEAK 22(13Q22.1) WILD-TYPE
  FEMALE                           12                             24
  MALE                             38                             78
D22V8, continuous
D22V9, continuous
D22V10, continuous

Clustering(23) Variable = AMP PEAK 23(16P12.1) MUTATION ANALYSIS
D23V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 23(16P12.1) MUTATED   25 15
  AMP PEAK 23(16P12.1) WILD-TYPE 78 27
  AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE 
                            40                            105 
  AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE 
                            15                             27 
$`AMP PEAK 23(16P12.1) MUTATED`
TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A20R TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A2LA 
        2.66         6.58         5.06         5.06         8.25         5.88 
TCGA-C4-A0EZ TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3QU TCGA-DK-A1AC TCGA-DK-A2I1 
        8.98         0.10        12.92         5.19       130.85        10.59 
TCGA-DK-A2I2 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IS TCGA-DK-A3IV 
        7.76         2.20         3.98         7.82        50.27         9.67 
TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-FD-A3B6 TCGA-FD-A3SJ TCGA-FD-A3SR 
       41.03        43.59         0.49         6.87        24.30        19.79 
TCGA-FD-A43U TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EO TCGA-G2-A3IE 
        6.84         3.48         3.22        61.94        35.24        20.12 
TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GU-A42P TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ 
        2.86         2.24         6.38         4.37         6.41         5.69 
TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB 
        6.71         8.71         3.42         2.50 

$`AMP PEAK 23(16P12.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N 
       40.08         7.33         6.74        11.93        19.00        32.84 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20W 
       12.16        17.85        19.46        14.89        14.93         8.35 
TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F0 TCGA-C4-A0F6 
        3.65         4.64         2.07         9.99         1.94        23.01 
TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
        0.46         0.43         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL 
        0.07         0.10         4.90         7.20         5.46         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA 
        1.84         2.53         2.14        31.40        18.41        19.00 
TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX 
        8.91       112.44        16.14        17.62        15.62         1.81 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IU 
      123.85        87.29         8.22        10.49        15.09        20.02 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ 
        8.28        10.55       131.15        17.98         0.10         0.53 
TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B7 
        0.56         0.56         8.81        15.68         8.94         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM 
       11.05         8.94        15.88        32.02        10.98         6.12 
TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FD-A43N 
        6.81         5.49         4.54        46.78         1.94         7.89 
TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
       15.16         7.10         4.08        30.61         5.65        26.93 
TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC 
       17.26         7.04         0.82         1.32         4.50         1.38 
TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ 
        1.02         2.50         1.08         7.69         2.10         3.12 
TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A3QH 
       20.98         7.56         3.22         6.15         7.63         7.79 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WV 
        4.11         6.64         6.38         5.33         1.51         4.64 
TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        6.48         3.42         3.68 

  AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE 
                          0.10                           0.07 
  AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE 
                        130.85                         131.15 
  AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE 
                         6.645                          7.100 
[1] "0.1 - 130.8 (6.6)" "0.1 - 131.2 (7.1)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "AMP PEAK 23(16P12.1) MUTATED" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "AMP PEAK 23(16P12.1) MUTATED"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"AMP PEAK 23(16P12.1) WILD-TYPE"   "AMP PEAK 23(16P12.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 23(16P12.1) WILD-TYPE" "AMP PEAK 23(16P12.1) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 23(16P12.1) WILD-TYPE" 
[1] "hr=" "1.3"
D23V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 23(16P12.1) MUTATED         0       10        12       18
  AMP PEAK 23(16P12.1) WILD-TYPE       2       39        37       30
D23V3, multiclass
           clus
vv          AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            10                             39
  STAGE III                           12                             37
  STAGE IV                            18                             30
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 23(16P12.1) MUTATED         10 15 10
  AMP PEAK 23(16P12.1) WILD-TYPE       34 54 12
D23V4, multiclass
          clus
vv         AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE
  T0+T1+T2                           10                             34
  T3                                 15                             54
  T4                                 10                             12
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 23(16P12.1) MUTATED   18  6  8  3
  AMP PEAK 23(16P12.1) WILD-TYPE 73  8 19  2
D23V5, multiclass
    clus
vv   AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE
  N0                           18                             73
  N1                            6                              8
  N2                            8                             19
  N3                            3                              2
                                vv
clus                             M0 M1 MX
  AMP PEAK 23(16P12.1) MUTATED   23  3 14
  AMP PEAK 23(16P12.1) WILD-TYPE 67  2 42
D23V6, multiclass
    clus
vv   AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE
  M0                           23                             67
  M1                            3                              2
  MX                           14                             42
D23V7, binary
                                cls
clus                              0  1
  AMP PEAK 23(16P12.1) MUTATED   10 30
  AMP PEAK 23(16P12.1) WILD-TYPE 26 86
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 23(16P12.1) MUTATED     10   30
  AMP PEAK 23(16P12.1) WILD-TYPE   26   86
        clus
vv       AMP PEAK 23(16P12.1) MUTATED AMP PEAK 23(16P12.1) WILD-TYPE
  FEMALE                           10                             26
  MALE                             30                             86
D23V8, continuous
D23V9, continuous
D23V10, continuous

Clustering(24) Variable = AMP PEAK 24(17Q11.2) MUTATION ANALYSIS
D24V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 24(17Q11.2) MUTATED   43 22
  AMP PEAK 24(17Q11.2) WILD-TYPE 60 20
  AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE 
                            65                             80 
  AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE 
                            22                             20 
$`AMP PEAK 24(17Q11.2) MUTATED`
TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
        2.66         6.74         6.58        17.85        19.46         5.06 
TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20W TCGA-BT-A2LD TCGA-BT-A3PH TCGA-C4-A0EZ 
       14.89        14.93         8.35         3.65         4.64         8.98 
TCGA-CF-A1HR TCGA-CF-A47X TCGA-CU-A0YR TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A5 
        0.46         0.10         7.20         8.09         1.84         2.14 
TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2I1 TCGA-DK-A2I2 
       31.40        18.41       130.85       112.44        10.59         7.76 
TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IS TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC 
        2.20         7.82        50.27        41.03        17.98        43.59 
TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3N5 
        0.49         0.56         0.56         8.94         6.87         8.94 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43N TCGA-FD-A43U 
       32.02        24.30         4.54        46.78         7.89         6.84 
TCGA-FJ-A3Z7 TCGA-FT-A3EE TCGA-G2-A2EO TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RB 
       15.16         3.22        35.24        20.12         0.82         4.50 
TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JV 
        1.08         7.69         2.10         6.38         3.22         4.37 
TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK 
        6.41         5.69         7.63         7.79         4.11         6.64 
TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A3WV 
        6.38         5.33         6.71         3.42         4.64 

$`AMP PEAK 24(17Q11.2) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O 
       40.08         7.33        11.93        19.00        32.84        12.16 
TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F0 
        5.06         8.25         5.88         2.07         9.99         1.94 
TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
       23.01         0.43         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3QU 
        0.07         0.10        12.92         4.90         5.46         5.19 
TCGA-DK-A1A3 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
        2.53        19.00         8.91        16.14        17.62        15.62 
TCGA-DK-A2HX TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ 
        1.81       123.85        87.29         3.98         8.22        10.49 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
       15.09        20.02         9.67         8.28        10.55       131.15 
TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B7 TCGA-FD-A3B8 
        0.10         0.53         8.81        15.68         4.01        11.05 
TCGA-FD-A3N6 TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SR 
       15.88        10.98         6.12         6.81         5.49        19.79 
TCGA-FD-A3SS TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EJ 
        1.94         7.10         3.48         4.08        61.94        30.61 
TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3I6 
        5.65        26.93        17.26         7.04         2.86         2.24 
TCGA-GC-A3OO TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GD-A3OS 
        1.32         1.38         1.02         2.50         3.12        20.98 
TCGA-GU-A42Q TCGA-GV-A3JX TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A4AB TCGA-K4-A4AC 
        7.56         6.15         1.51         8.71         2.50         6.48 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

  AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE 
                          0.10                           0.07 
  AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE 
                        130.85                         131.15 
  AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE 
                         6.840                          6.925 
[1] "0.1 - 130.8 (6.8)" "0.1 - 131.2 (6.9)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "AMP PEAK 24(17Q11.2) MUTATED"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"AMP PEAK 24(17Q11.2) WILD-TYPE"   "AMP PEAK 24(17Q11.2) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "AMP PEAK 24(17Q11.2) MUTATED" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"AMP PEAK 24(17Q11.2) WILD-TYPE" "AMP PEAK 24(17Q11.2) WILD-TYPE" 
                    TCGA-MV-A51V 
"AMP PEAK 24(17Q11.2) WILD-TYPE" 
[1] "hr=" "1.3"
D24V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 24(17Q11.2) MUTATED         0       21        17       29
  AMP PEAK 24(17Q11.2) WILD-TYPE       2       28        32       19
D24V3, multiclass
           clus
vv          AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            21                             28
  STAGE III                           17                             32
  STAGE IV                            29                             19
                                vv
clus                             T0+T1+T2 T3 T4
  AMP PEAK 24(17Q11.2) MUTATED         22 30 11
  AMP PEAK 24(17Q11.2) WILD-TYPE       22 39 11
D24V4, multiclass
          clus
vv         AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE
  T0+T1+T2                           22                             22
  T3                                 30                             39
  T4                                 11                             11
                                vv
clus                             N0 N1 N2 N3
  AMP PEAK 24(17Q11.2) MUTATED   32 10 17  2
  AMP PEAK 24(17Q11.2) WILD-TYPE 59  4 10  3
D24V5, multiclass
    clus
vv   AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE
  N0                           32                             59
  N1                           10                              4
  N2                           17                             10
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  AMP PEAK 24(17Q11.2) MUTATED   35  2 31
  AMP PEAK 24(17Q11.2) WILD-TYPE 55  3 25
D24V6, multiclass
    clus
vv   AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE
  M0                           35                             55
  M1                            2                              3
  MX                           31                             25
D24V7, binary
                                cls
clus                              0  1
  AMP PEAK 24(17Q11.2) MUTATED   17 52
  AMP PEAK 24(17Q11.2) WILD-TYPE 19 64
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 24(17Q11.2) MUTATED     17   52
  AMP PEAK 24(17Q11.2) WILD-TYPE   19   64
        clus
vv       AMP PEAK 24(17Q11.2) MUTATED AMP PEAK 24(17Q11.2) WILD-TYPE
  FEMALE                           17                             19
  MALE                             52                             64
D24V8, continuous
D24V9, continuous
D24V10, continuous

Clustering(25) Variable = AMP PEAK 25(17Q12) MUTATION ANALYSIS
D25V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 25(17Q12) MUTATED   38 23
  AMP PEAK 25(17Q12) WILD-TYPE 65 19
  AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE 
                          61                           84 
  AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE 
                          23                           19 
$`AMP PEAK 25(17Q12) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A20O TCGA-BT-A20P 
       40.08         2.66         6.74         6.58        12.16        17.85 
TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LD 
       19.46         5.06        14.93         8.35         8.25         3.65 
TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-CF-A1HR TCGA-CF-A47X TCGA-CU-A0YR TCGA-CU-A3YL 
        2.07         8.98         0.46         0.10         7.20         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AD TCGA-DK-A2I1 
        1.84         2.14        31.40        18.41       112.44        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3IM TCGA-DK-A3IS TCGA-DK-A3X1 TCGA-DK-A3X2 
        7.76        87.29         7.82        50.27        41.03        17.98 
TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3B6 
       43.59         0.49         0.56         0.56         8.94         6.87 
TCGA-FD-A3B7 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43U 
        4.01        32.02        24.30         4.54        46.78         6.84 
TCGA-FJ-A3Z7 TCGA-FT-A3EE TCGA-G2-A3IE TCGA-GD-A3OP TCGA-GU-A42P TCGA-GU-A42R 
       15.16         3.22        20.12         2.10         6.38         3.22 
TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK 
        4.37         5.69         7.63         7.79         4.11         6.64 
TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A3WV 
        6.38         5.33         1.51         6.71         3.42         4.64 
TCGA-MV-A51V 
        3.68 

$`AMP PEAK 25(17Q12) WILD-TYPE`
TCGA-BL-A13I TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20T TCGA-BT-A20V 
        7.33        11.93        19.00        32.84        14.89         5.06 
TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HS 
        5.88         4.64         9.99         1.94        23.01         0.43 
TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y 
        0.69         0.13         0.07         0.10         0.07         0.10 
TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-DK-A1A3 TCGA-DK-A1AA 
       12.92         4.90         5.46         5.19         2.53        19.00 
TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX 
        8.91       130.85        16.14        17.62        15.62         1.81 
TCGA-DK-A2I4 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT 
      123.85         2.20         3.98         8.22        10.49        15.09 
TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E7-A3Y1 
       20.02         9.67         8.28        10.55       131.15         0.10 
TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
        0.53         8.81        15.68        11.05         8.94        15.88 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SR TCGA-FD-A3SS 
       10.98         6.12         6.81         5.49        19.79         1.94 
TCGA-FD-A43N TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EJ 
        7.89         7.10         3.48         4.08        61.94        30.61 
TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY 
        5.65        26.93        35.24        17.26         7.04         0.82 
TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD 
        2.86         2.24         1.32         4.50         1.38         1.02 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q 
        2.50         1.08         7.69         3.12        20.98         7.56 
TCGA-GV-A3JW TCGA-GV-A3JX TCGA-K4-A3WS TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        6.41         6.15         8.71         2.50         6.48         3.42 

  AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE 
                        0.10                         0.07 
  AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE 
                      112.44                       131.15 
  AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE 
                       6.840                        6.925 
[1] "0.1 - 112.4 (6.8)" "0.1 - 131.2 (6.9)"
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
  "AMP PEAK 25(17Q12) MUTATED"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"AMP PEAK 25(17Q12) WILD-TYPE"   "AMP PEAK 25(17Q12) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "AMP PEAK 25(17Q12) MUTATED" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 25(17Q12) WILD-TYPE" "AMP PEAK 25(17Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 25(17Q12) MUTATED" 
[1] "hr=" "1.5"
D25V2, continuous
                              vv
clus                           STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 25(17Q12) MUTATED         1       19        17       26
  AMP PEAK 25(17Q12) WILD-TYPE       1       30        32       22
D25V3, multiclass
           clus
vv          AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE
  STAGE I                            1                            1
  STAGE II                          19                           30
  STAGE III                         17                           32
  STAGE IV                          26                           22
                              vv
clus                           T0+T1+T2 T3 T4
  AMP PEAK 25(17Q12) MUTATED         23 24 13
  AMP PEAK 25(17Q12) WILD-TYPE       21 45  9
D25V4, multiclass
          clus
vv         AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE
  T0+T1+T2                         23                           21
  T3                               24                           45
  T4                               13                            9
                              vv
clus                           N0 N1 N2 N3
  AMP PEAK 25(17Q12) MUTATED   32  9 15  2
  AMP PEAK 25(17Q12) WILD-TYPE 59  5 12  3
D25V5, multiclass
    clus
vv   AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE
  N0                         32                           59
  N1                          9                            5
  N2                         15                           12
  N3                          2                            3
                              vv
clus                           M0 M1 MX
  AMP PEAK 25(17Q12) MUTATED   34  2 29
  AMP PEAK 25(17Q12) WILD-TYPE 56  3 27
D25V6, multiclass
    clus
vv   AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE
  M0                         34                           56
  M1                          2                            3
  MX                         29                           27
D25V7, binary
                              cls
clus                            0  1
  AMP PEAK 25(17Q12) MUTATED   16 49
  AMP PEAK 25(17Q12) WILD-TYPE 20 67
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 25(17Q12) MUTATED     16   49
  AMP PEAK 25(17Q12) WILD-TYPE   20   67
        clus
vv       AMP PEAK 25(17Q12) MUTATED AMP PEAK 25(17Q12) WILD-TYPE
  FEMALE                         16                           20
  MALE                           49                           67
D25V8, continuous
D25V9, continuous
D25V10, continuous

Clustering(26) Variable = AMP PEAK 26(19Q12) MUTATION ANALYSIS
D26V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 26(19Q12) MUTATED   45 17
  AMP PEAK 26(19Q12) WILD-TYPE 58 25
  AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE 
                          62                           83 
  AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE 
                          17                           25 
$`AMP PEAK 26(19Q12) MUTATED`
TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20V 
        2.66         6.74        19.00        32.84        12.16         5.06 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A42E TCGA-C4-A0F0 
        8.35         8.25         5.88         3.65         9.99         1.94 
TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3KJ TCGA-CU-A3YL 
       23.01         0.43         0.10        12.92         5.46         8.09 
TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A2HX 
        2.53        31.40        18.41         8.91       112.44         1.81 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A4IJ 
      123.85        87.29         3.98        41.03        43.59         0.49 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B8 TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SR 
        0.56         8.81        11.05        24.30        10.98        19.79 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3ZF TCGA-FT-A3EE 
        1.94         7.89         6.84        15.16         4.08         3.22 
TCGA-G2-A2EF TCGA-G2-A2EO TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RB TCGA-GC-A3RC 
       61.94        35.24        20.12         0.82         4.50         1.38 
TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW 
        1.02         1.08         7.69         3.22         4.37         6.41 
TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS 
        5.69         7.63         7.79         5.33         6.71         8.71 
TCGA-K4-A4AB TCGA-MV-A51V 
        2.50         3.68 

$`AMP PEAK 26(19Q12) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20P TCGA-BT-A20Q 
       40.08         7.33         6.58        11.93        17.85        19.46 
TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ 
        5.06        14.89        14.93         4.64         2.07         8.98 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.46         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A5 
        0.10         4.90         7.20         5.19         1.84         2.14 
TCGA-DK-A1AA TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 
       19.00       130.85        16.14        17.62        15.62        10.59 
TCGA-DK-A2I2 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS 
        7.76         2.20         7.82         8.22        10.49        50.27 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
       15.09        20.02         9.67         8.28        10.55       131.15 
TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A541 TCGA-FD-A3B4 TCGA-FD-A3B5 
       17.98         0.10         0.53         0.56        15.68         8.94 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SM 
        6.87         4.01         8.94        15.88        32.02         6.12 
TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FJ-A3Z9 TCGA-FJ-A3ZE 
        6.81         5.49         4.54        46.78         7.10         3.48 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3BM 
       30.61         5.65        26.93        17.26         7.04         2.86 
TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3WC TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS 
        2.24         1.32         2.50         2.10         3.12        20.98 
TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JX TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E 
        6.38         7.56         6.15         4.11         6.64         6.38 
TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AC TCGA-LT-A5Z6 
        1.51         3.42         4.64         6.48         3.42 

  AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE 
                        0.10                         0.07 
  AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE 
                      123.85                       131.15 
  AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE 
                       7.235                        6.810 
[1] "0.1 - 123.8 (7.2)" "0.1 - 131.2 (6.8)"
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "AMP PEAK 26(19Q12) MUTATED"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
  "AMP PEAK 26(19Q12) MUTATED" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"AMP PEAK 26(19Q12) WILD-TYPE"   "AMP PEAK 26(19Q12) MUTATED" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"AMP PEAK 26(19Q12) WILD-TYPE" "AMP PEAK 26(19Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
  "AMP PEAK 26(19Q12) MUTATED" 
[1] "hr=" "1.3"
D26V2, continuous
                              vv
clus                           STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 26(19Q12) MUTATED         0       16        22       25
  AMP PEAK 26(19Q12) WILD-TYPE       2       33        27       23
D26V3, multiclass
           clus
vv          AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE
  STAGE I                            0                            2
  STAGE II                          16                           33
  STAGE III                         22                           27
  STAGE IV                          25                           23
                              vv
clus                           T0+T1+T2 T3 T4
  AMP PEAK 26(19Q12) MUTATED         16 29 13
  AMP PEAK 26(19Q12) WILD-TYPE       28 40  9
D26V4, multiclass
          clus
vv         AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE
  T0+T1+T2                         16                           28
  T3                               29                           40
  T4                               13                            9
                              vv
clus                           N0 N1 N2 N3
  AMP PEAK 26(19Q12) MUTATED   33  6 16  2
  AMP PEAK 26(19Q12) WILD-TYPE 58  8 11  3
D26V5, multiclass
    clus
vv   AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE
  N0                         33                           58
  N1                          6                            8
  N2                         16                           11
  N3                          2                            3
                              vv
clus                           M0 M1 MX
  AMP PEAK 26(19Q12) MUTATED   36  2 26
  AMP PEAK 26(19Q12) WILD-TYPE 54  3 30
D26V6, multiclass
    clus
vv   AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE
  M0                         36                           54
  M1                          2                            3
  MX                         26                           30
D26V7, binary
                              cls
clus                            0  1
  AMP PEAK 26(19Q12) MUTATED   16 49
  AMP PEAK 26(19Q12) WILD-TYPE 20 67
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 26(19Q12) MUTATED     16   49
  AMP PEAK 26(19Q12) WILD-TYPE   20   67
        clus
vv       AMP PEAK 26(19Q12) MUTATED AMP PEAK 26(19Q12) WILD-TYPE
  FEMALE                         16                           20
  MALE                           49                           67
D26V8, continuous
D26V9, continuous
D26V10, continuous

Clustering(27) Variable = AMP PEAK 27(19Q13.43) MUTATION ANALYSIS
D27V1, survival
                                 sevent
clus2                              0  1
  AMP PEAK 27(19Q13.43) MUTATED   45 15
  AMP PEAK 27(19Q13.43) WILD-TYPE 58 27
  AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE 
                             60                              85 
  AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE 
                             15                              27 
$`AMP PEAK 27(19Q13.43) MUTATED`
TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20V TCGA-BT-A20X 
        2.66         6.74        19.00        32.84         5.06         8.25 
TCGA-BT-A2LD TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HS 
        3.65         9.99         8.98         1.94        23.01         0.43 
TCGA-CF-A47X TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A6 
        0.10         7.20         5.46         8.09         2.53        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2I4 TCGA-DK-A3IK 
       18.41         8.91       130.85       112.44       123.85         2.20 
TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IV TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ 
        3.98         7.82         9.67        17.98        43.59         0.49 
TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3SL TCGA-FD-A3SS TCGA-FD-A43N 
        0.56         0.56         8.81        10.98         1.94         7.89 
TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EO TCGA-G2-A3IE 
        6.84        15.16         3.22        61.94        35.24        20.12 
TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GD-A3OS 
        1.38         1.02         1.08         7.69         3.12        20.98 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH 
        3.22         4.37         6.41         5.69         7.63         7.79 
TCGA-GV-A3QI TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A4AB 
        4.11         5.33         1.51         6.71         3.42         2.50 

$`AMP PEAK 27(19Q13.43) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P 
       40.08         7.33         6.58        11.93        12.16        17.85 
TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20W TCGA-BT-A2LA 
       19.46         5.06        14.89        14.93         8.35         5.88 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T 
        4.64         2.07         0.46         0.69         0.13         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3QU 
        0.10         0.07         0.10        12.92         4.90         5.19 
TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1AA TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
        1.84         2.14        19.00        16.14        17.62        15.62 
TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3IN TCGA-DK-A3IQ 
        1.81        10.59         7.76        87.29         8.22        10.49 
TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
       50.27        15.09        20.02         8.28        10.55       131.15 
TCGA-DK-A3X1 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 
       41.03         0.10         0.53        15.68         8.94         6.87 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ 
        4.01        11.05         8.94        15.88        32.02        24.30 
TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
        6.12         6.81         5.49         4.54        46.78        19.79 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
        7.10         3.48         4.08        30.61         5.65        26.93 
TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO 
       17.26         7.04         0.82         2.86         2.24         1.32 
TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GD-A3OP TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JX 
        4.50         2.50         2.10         6.38         7.56         6.15 
TCGA-GV-A3QK TCGA-GV-A40E TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AC TCGA-LT-A5Z6 
        6.64         6.38         8.71         4.64         6.48         3.42 
TCGA-MV-A51V 
        3.68 

  AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE 
                           0.10                            0.07 
  AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE 
                         130.85                          131.15 
  AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE 
                           6.79                            6.87 
[1] "0.1 - 130.8 (6.8)" "0.1 - 131.2 (6.9)"
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-MV-A51V 
"AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-MV-A51V 
"AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 27(19Q13.43) MUTATED" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
  "AMP PEAK 27(19Q13.43) MUTATED"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"AMP PEAK 27(19Q13.43) WILD-TYPE"   "AMP PEAK 27(19Q13.43) MUTATED" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"AMP PEAK 27(19Q13.43) WILD-TYPE" "AMP PEAK 27(19Q13.43) WILD-TYPE" 
                     TCGA-MV-A51V 
"AMP PEAK 27(19Q13.43) WILD-TYPE" 
[1] "hr=" "1.3"
D27V2, continuous
                                 vv
clus                              STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 27(19Q13.43) MUTATED         0       16        19       26
  AMP PEAK 27(19Q13.43) WILD-TYPE       2       33        30       22
D27V3, multiclass
           clus
vv          AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE
  STAGE I                               0                               2
  STAGE II                             16                              33
  STAGE III                            19                              30
  STAGE IV                             26                              22
                                 vv
clus                              T0+T1+T2 T3 T4
  AMP PEAK 27(19Q13.43) MUTATED         14 27 15
  AMP PEAK 27(19Q13.43) WILD-TYPE       30 42  7
D27V4, multiclass
          clus
vv         AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE
  T0+T1+T2                            14                              30
  T3                                  27                              42
  T4                                  15                               7
                                 vv
clus                              N0 N1 N2 N3
  AMP PEAK 27(19Q13.43) MUTATED   29  7 16  2
  AMP PEAK 27(19Q13.43) WILD-TYPE 62  7 11  3
D27V5, multiclass
    clus
vv   AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE
  N0                            29                              62
  N1                             7                               7
  N2                            16                              11
  N3                             2                               3
                                 vv
clus                              M0 M1 MX
  AMP PEAK 27(19Q13.43) MUTATED   33  3 27
  AMP PEAK 27(19Q13.43) WILD-TYPE 57  2 29
D27V6, multiclass
    clus
vv   AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE
  M0                            33                              57
  M1                             3                               2
  MX                            27                              29
D27V7, binary
                                 cls
clus                               0  1
  AMP PEAK 27(19Q13.43) MUTATED   16 47
  AMP PEAK 27(19Q13.43) WILD-TYPE 20 69
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 27(19Q13.43) MUTATED     16   47
  AMP PEAK 27(19Q13.43) WILD-TYPE   20   69
        clus
vv       AMP PEAK 27(19Q13.43) MUTATED AMP PEAK 27(19Q13.43) WILD-TYPE
  FEMALE                            16                              20
  MALE                              47                              69
D27V8, continuous
D27V9, continuous
D27V10, continuous

Clustering(28) Variable = AMP PEAK 28(20Q11.21) MUTATION ANALYSIS
D28V1, survival
                                 sevent
clus2                              0  1
  AMP PEAK 28(20Q11.21) MUTATED   70 31
  AMP PEAK 28(20Q11.21) WILD-TYPE 33 11
  AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE 
                            101                              44 
  AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE 
                             31                              11 
$`AMP PEAK 28(20Q11.21) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20N 
       40.08         2.66         6.74         6.58        19.00        32.84 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W 
       17.85        19.46         5.06        14.89         5.06         8.35 
TCGA-BT-A20X TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 
        8.25         3.65         2.07         9.99         8.98         1.94 
TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47X 
       23.01         0.46         0.43         0.13         0.07         0.10 
TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-DK-A1A5 TCGA-DK-A1A6 
       12.92         4.90         7.20         5.46         2.14        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 
       18.41       130.85       112.44         1.81        10.59         7.76 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN 
      123.85        87.29         2.20         3.98         7.82         8.22 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WX TCGA-DK-A3X1 
       10.49        50.27        20.02         9.67        10.55        41.03 
TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 
       17.98        43.59         0.49         0.56         0.56         8.81 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N5 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL 
        6.87         4.01         8.94        32.02        24.30        10.98 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z7 
        4.54        46.78        19.79         1.94         7.89        15.16 
TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EO 
        3.48         3.22        61.94        30.61         5.65        35.24 
TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC 
        0.82         2.86         2.24         1.32         4.50         1.38 
TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GU-A42Q 
        1.02         1.08         7.69         2.10        20.98         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        3.22         4.37         6.41         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS 
        7.79         4.11         6.38         5.33         6.71         8.71 
TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         4.64         6.48         3.42         3.68 

$`AMP PEAK 28(20Q11.21) WILD-TYPE`
TCGA-BL-A13I TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20U TCGA-BT-A2LA TCGA-BT-A3PH 
        7.33        11.93        12.16        14.93         5.88         4.64 
TCGA-CF-A27C TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A3QU TCGA-CU-A3YL 
        0.69         0.10         0.07         0.10         5.19         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF 
        1.84         2.53        19.00         8.91        16.14        17.62 
TCGA-DK-A1AG TCGA-DK-A3IT TCGA-DK-A3WW TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4XJ 
       15.62        15.09         8.28       131.15         0.10         0.53 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3SM TCGA-FD-A3SN 
       15.68         8.94        11.05        15.88         6.12         6.81 
TCGA-FD-A3SO TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-G2-A2EL TCGA-G2-A2ES 
        5.49         6.84         7.10         4.08        26.93        17.26 
TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GU-A42P TCGA-GV-A3QK 
        7.04        20.12         2.50         3.12         6.38         6.64 
TCGA-H4-A2HO TCGA-K4-A4AB 
        1.51         2.50 

  AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE 
                           0.07                            0.07 
  AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE 
                         130.85                          131.15 
  AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE 
                           6.74                            6.94 
[1] "0.1 - 130.8 (6.7)" "0.1 - 131.2 (6.9)"
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-MV-A51V 
  "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-MV-A51V 
  "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 28(20Q11.21) WILD-TYPE" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"AMP PEAK 28(20Q11.21) WILD-TYPE"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
  "AMP PEAK 28(20Q11.21) MUTATED" "AMP PEAK 28(20Q11.21) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
  "AMP PEAK 28(20Q11.21) MUTATED"   "AMP PEAK 28(20Q11.21) MUTATED" 
                     TCGA-MV-A51V 
  "AMP PEAK 28(20Q11.21) MUTATED" 
[1] "hr=" "1"  
D28V2, continuous
                                 vv
clus                              STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 28(20Q11.21) MUTATED         1       36        31       35
  AMP PEAK 28(20Q11.21) WILD-TYPE       1       13        18       13
D28V3, multiclass
           clus
vv          AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE
  STAGE I                               1                               1
  STAGE II                             36                              13
  STAGE III                            31                              18
  STAGE IV                             35                              13
                                 vv
clus                              T0+T1+T2 T3 T4
  AMP PEAK 28(20Q11.21) MUTATED         33 48 13
  AMP PEAK 28(20Q11.21) WILD-TYPE       11 21  9
D28V4, multiclass
          clus
vv         AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE
  T0+T1+T2                            33                              11
  T3                                  48                              21
  T4                                  13                               9
                                 vv
clus                              N0 N1 N2 N3
  AMP PEAK 28(20Q11.21) MUTATED   60  9 21  5
  AMP PEAK 28(20Q11.21) WILD-TYPE 31  5  6  0
D28V5, multiclass
    clus
vv   AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE
  N0                            60                              31
  N1                             9                               5
  N2                            21                               6
  N3                             5                               0
                                 vv
clus                              M0 M1 MX
  AMP PEAK 28(20Q11.21) MUTATED   60  4 41
  AMP PEAK 28(20Q11.21) WILD-TYPE 30  1 15
D28V6, multiclass
    clus
vv   AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE
  M0                            60                              30
  M1                             4                               1
  MX                            41                              15
D28V7, binary
                                 cls
clus                               0  1
  AMP PEAK 28(20Q11.21) MUTATED   26 80
  AMP PEAK 28(20Q11.21) WILD-TYPE 10 36
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 28(20Q11.21) MUTATED     26   80
  AMP PEAK 28(20Q11.21) WILD-TYPE   10   36
        clus
vv       AMP PEAK 28(20Q11.21) MUTATED AMP PEAK 28(20Q11.21) WILD-TYPE
  FEMALE                            26                              10
  MALE                              80                              36
D28V8, continuous
D28V9, continuous
D28V10, continuous

Clustering(29) Variable = AMP PEAK 29(22Q11.23) MUTATION ANALYSIS
D29V1, survival
                                 sevent
clus2                              0  1
  AMP PEAK 29(22Q11.23) MUTATED   23  9
  AMP PEAK 29(22Q11.23) WILD-TYPE 80 33
  AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE 
                             32                             113 
  AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE 
                              9                              33 
$`AMP PEAK 29(22Q11.23) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A20W TCGA-C4-A0F6 TCGA-DK-A1A6 TCGA-DK-A1AD 
       40.08         2.66         8.35        23.01        31.40       112.44 
TCGA-DK-A2I6 TCGA-DK-A3IN TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3WX TCGA-E7-A4IJ 
       87.29         8.22        50.27        20.02        10.55         0.49 
TCGA-E7-A541 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3SL TCGA-FD-A3SN TCGA-G2-A2EF 
        0.56         6.87         4.01        10.98         6.81        61.94 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RD 
       35.24        17.26        20.12         2.24         1.32         1.02 
TCGA-GD-A2C5 TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK 
        7.69         4.37         5.69         7.79         4.11         6.64 
TCGA-GV-A40E TCGA-LT-A5Z6 
        6.38         3.42 

$`AMP PEAK 29(22Q11.23) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N 
        7.33         6.74         6.58        11.93        19.00        32.84 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U 
       12.16        17.85        19.46         5.06        14.89        14.93 
TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK 
        5.06         8.25         5.88         3.65         4.64         2.07 
TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C 
        9.99         8.98         1.94         0.46         0.43         0.69 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y 
        0.13         0.07         0.10         0.07         0.10         0.10 
TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL 
       12.92         4.90         7.20         5.46         5.19         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB 
        1.84         2.53         2.14        18.41        19.00         8.91 
TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 
      130.85        16.14        17.62        15.62         1.81        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IQ 
        7.76       123.85         2.20         3.98         7.82        10.49 
TCGA-DK-A3IT TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 
       15.09         9.67         8.28       131.15        41.03        17.98 
TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 
       43.59         0.10         0.53         0.56         8.81        15.68 
TCGA-FD-A3B5 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ 
        8.94        11.05         8.94        15.88        32.02        24.30 
TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS 
        6.12         5.49         4.54        46.78        19.79         1.94 
TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF 
        7.89         6.84        15.16         7.10         3.48         4.08 
TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A3IB TCGA-G2-A3VY 
        3.22        30.61         5.65        26.93         7.04         0.82 
TCGA-GC-A3BM TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP 
        2.86         4.50         1.38         2.50         1.08         2.10 
TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JW 
        3.12        20.98         6.38         7.56         3.22         6.41 
TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS 
        6.15         7.63         5.33         1.51         6.71         8.71 
TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC TCGA-MV-A51V 
        3.42         4.64         2.50         6.48         3.68 

  AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE 
                           0.49                            0.07 
  AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE 
                         112.44                          131.15 
  AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE 
                           7.74                            6.71 
[1] "0.5 - 112.4 (7.7)" "0.1 - 131.2 (6.7)"
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-MV-A51V 
"AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-MV-A51V 
"AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "AMP PEAK 29(22Q11.23) MUTATED"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "AMP PEAK 29(22Q11.23) MUTATED" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"AMP PEAK 29(22Q11.23) WILD-TYPE" "AMP PEAK 29(22Q11.23) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"AMP PEAK 29(22Q11.23) WILD-TYPE"   "AMP PEAK 29(22Q11.23) MUTATED" 
                     TCGA-MV-A51V 
"AMP PEAK 29(22Q11.23) WILD-TYPE" 
[1] "hr=" "1.5"
D29V2, continuous
                                 vv
clus                              STAGE I STAGE II STAGE III STAGE IV
  AMP PEAK 29(22Q11.23) MUTATED         1       13         9       10
  AMP PEAK 29(22Q11.23) WILD-TYPE       1       36        40       38
D29V3, multiclass
           clus
vv          AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE
  STAGE I                               1                               1
  STAGE II                             13                              36
  STAGE III                             9                              40
  STAGE IV                             10                              38
                                 vv
clus                              T0+T1+T2 T3 T4
  AMP PEAK 29(22Q11.23) MUTATED         11 13  5
  AMP PEAK 29(22Q11.23) WILD-TYPE       33 56 17
D29V4, multiclass
          clus
vv         AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE
  T0+T1+T2                            11                              33
  T3                                  13                              56
  T4                                   5                              17
                                 vv
clus                              N0 N1 N2 N3
  AMP PEAK 29(22Q11.23) MUTATED   18  3  6  1
  AMP PEAK 29(22Q11.23) WILD-TYPE 73 11 21  4
D29V5, multiclass
    clus
vv   AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE
  N0                            18                              73
  N1                             3                              11
  N2                             6                              21
  N3                             1                               4
                                 vv
clus                              M0 M1 MX
  AMP PEAK 29(22Q11.23) MUTATED   20  1 13
  AMP PEAK 29(22Q11.23) WILD-TYPE 70  4 43
D29V6, multiclass
    clus
vv   AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE
  M0                            20                              70
  M1                             1                               4
  MX                            13                              43
D29V7, binary
                                 cls
clus                               0  1
  AMP PEAK 29(22Q11.23) MUTATED    5 29
  AMP PEAK 29(22Q11.23) WILD-TYPE 31 87
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 29(22Q11.23) MUTATED      5   29
  AMP PEAK 29(22Q11.23) WILD-TYPE   31   87
        clus
vv       AMP PEAK 29(22Q11.23) MUTATED AMP PEAK 29(22Q11.23) WILD-TYPE
  FEMALE                             5                              31
  MALE                              29                              87
D29V8, continuous
D29V9, continuous
D29V10, continuous

Clustering(30) Variable = DEL PEAK  1(1P36.11) MUTATION ANALYSIS
D30V1, survival
                                sevent
clus2                             0  1
  DEL PEAK  1(1P36.11) MUTATED   17 11
  DEL PEAK  1(1P36.11) WILD-TYPE 86 31
  DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE 
                            28                            117 
  DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE 
                            11                             31 
$`DEL PEAK  1(1P36.11) MUTATED`
TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20T TCGA-BT-A2LD TCGA-BT-A42E TCGA-CF-A1HR 
        6.58        19.00        14.89         3.65         9.99         0.46 
TCGA-CF-A1HS TCGA-CF-A47X TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A5W6 TCGA-DK-A1AE 
        0.43         0.10         7.20         5.46         1.84        16.14 
TCGA-DK-A2I2 TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3WX TCGA-E5-A2PC TCGA-FD-A3B5 
        7.76        10.49        15.09        10.55        43.59         8.94 
TCGA-FD-A3SO TCGA-FJ-A3ZE TCGA-G2-A2EL TCGA-GV-A3JV TCGA-GV-A3QI TCGA-K4-A3WS 
        5.49         3.48        26.93         4.37         4.11         8.71 
TCGA-K4-A3WV TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        4.64         6.48         3.42         3.68 

$`DEL PEAK  1(1P36.11) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20N 
       40.08         7.33         2.66         6.74        11.93        32.84 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20V 
       12.16        17.85        19.46         5.06        14.93         5.06 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ 
        8.35         8.25         5.88         4.64         2.07         8.98 
TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
        1.94        23.01         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A3YL 
        0.07         0.10        12.92         4.90         5.19         8.09 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB 
        2.53         2.14        31.40        18.41        19.00         8.91 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 
      130.85       112.44        17.62        15.62         1.81        10.59 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN 
      123.85        87.29         2.20         3.98         7.82         8.22 
TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 
       50.27        20.02         9.67         8.28       131.15        41.03 
TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE 
       17.98         0.10         0.49         0.53         0.56         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 
        8.81        15.68         6.87         4.01        11.05         8.94 
TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN 
       15.88        32.02        24.30        10.98         6.12         6.81 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U 
        4.54        46.78        19.79         1.94         7.89         6.84 
TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ 
       15.16         7.10         4.08         3.22        61.94        30.61 
TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY 
        5.65        35.24        17.26         7.04        20.12         0.82 
TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD 
        2.86         2.24         1.32         4.50         1.38         1.02 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS 
        2.50         1.08         7.69         2.10         3.12        20.98 
TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ 
        6.38         7.56         3.22         6.41         6.15         5.69 
TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO 
        7.63         7.79         6.64         6.38         5.33         1.51 
TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A4AB 
        6.71         3.42         2.50 

  DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE 
                          0.10                           0.07 
  DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE 
                         43.59                         131.15 
  DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE 
                          6.53                           6.87 
[1] "0.1 - 43.6 (6.5)"  "0.1 - 131.2 (6.9)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK  1(1P36.11) MUTATED"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK  1(1P36.11) MUTATED"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK  1(1P36.11) MUTATED"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK  1(1P36.11) MUTATED"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK  1(1P36.11) MUTATED"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK  1(1P36.11) WILD-TYPE"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK  1(1P36.11) WILD-TYPE" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK  1(1P36.11) MUTATED" "DEL PEAK  1(1P36.11) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK  1(1P36.11) MUTATED"   "DEL PEAK  1(1P36.11) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK  1(1P36.11) MUTATED" 
[1] "hr=" "1.9"
D30V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  1(1P36.11) MUTATED         0        7        11       10
  DEL PEAK  1(1P36.11) WILD-TYPE       2       42        38       38
D30V3, multiclass
           clus
vv          DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                             7                             42
  STAGE III                           11                             38
  STAGE IV                            10                             38
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK  1(1P36.11) MUTATED          8 17  2
  DEL PEAK  1(1P36.11) WILD-TYPE       36 52 20
D30V4, multiclass
          clus
vv         DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE
  T0+T1+T2                            8                             36
  T3                                 17                             52
  T4                                  2                             20
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK  1(1P36.11) MUTATED   19  6  1  3
  DEL PEAK  1(1P36.11) WILD-TYPE 72  8 26  2
D30V5, multiclass
    clus
vv   DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE
  N0                           19                             72
  N1                            6                              8
  N2                            1                             26
  N3                            3                              2
                                vv
clus                             M0 M1 MX
  DEL PEAK  1(1P36.11) MUTATED   17  1 12
  DEL PEAK  1(1P36.11) WILD-TYPE 73  4 44
D30V6, multiclass
    clus
vv   DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE
  M0                           17                             73
  M1                            1                              4
  MX                           12                             44
D30V7, binary
                                cls
clus                              0  1
  DEL PEAK  1(1P36.11) MUTATED    6 24
  DEL PEAK  1(1P36.11) WILD-TYPE 30 92
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  1(1P36.11) MUTATED      6   24
  DEL PEAK  1(1P36.11) WILD-TYPE   30   92
        clus
vv       DEL PEAK  1(1P36.11) MUTATED DEL PEAK  1(1P36.11) WILD-TYPE
  FEMALE                            6                             30
  MALE                             24                             92
D30V8, continuous
D30V9, continuous
D30V10, continuous

Clustering(31) Variable = DEL PEAK  2(1Q32.1) MUTATION ANALYSIS
D31V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  2(1Q32.1) MUTATED   23  8
  DEL PEAK  2(1Q32.1) WILD-TYPE 80 34
  DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE 
                           31                           114 
  DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE 
                            8                            34 
$`DEL PEAK  2(1Q32.1) MUTATED`
TCGA-BT-A20N TCGA-BT-A20T TCGA-BT-A20W TCGA-BT-A3PK TCGA-CF-A1HR TCGA-CF-A1HS 
       32.84        14.89         8.35         2.07         0.46         0.43 
TCGA-CU-A0YO TCGA-CU-A3YL TCGA-DK-A2HX TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IM 
        4.90         8.09         1.81        87.29         2.20         7.82 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3X1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-FD-A3SL 
       10.49        50.27        41.03         0.49         0.53        10.98 
TCGA-FD-A3SR TCGA-FJ-A3Z7 TCGA-G2-A2EK TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RC 
       19.79        15.16         5.65        20.12         0.82         1.38 
TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QH TCGA-GV-A40E TCGA-K4-A3WU TCGA-LT-A5Z6 
        6.41         5.69         7.79         6.38         3.42         3.42 
TCGA-MV-A51V 
        3.68 

$`DEL PEAK  2(1Q32.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U 
       19.00        12.16        17.85        19.46         5.06        14.93 
TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A42E 
        5.06         8.25         5.88         3.65         4.64         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T 
        8.98         1.94        23.01         0.69         0.13         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YR 
        0.10         0.07         0.10         0.10        12.92         7.20 
TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 
        5.46         5.19         1.84         2.53         2.14        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE 
       18.41        19.00         8.91       130.85       112.44        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IL 
       17.62        15.62        10.59         7.76       123.85         3.98 
TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX 
        8.22        15.09        20.02         9.67         8.28        10.55 
TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A541 TCGA-E7-A5KE 
      131.15        17.98        43.59         0.10         0.56         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 
        8.81        15.68         8.94         6.87         4.01        11.05 
TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SM TCGA-FD-A3SN 
        8.94        15.88        32.02        24.30         6.12         6.81 
TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U 
        5.49         4.54        46.78         1.94         7.89         6.84 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ 
        7.10         3.48         4.08         3.22        61.94        30.61 
TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3I6 
       26.93        35.24        17.26         7.04         2.86         2.24 
TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 
        1.32         4.50         1.02         2.50         1.08         7.69 
TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R 
        2.10         3.12        20.98         6.38         7.56         3.22 
TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40G 
        4.37         6.15         7.63         4.11         6.64         5.33 
TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        1.51         6.71         8.71         4.64         2.50         6.48 

  DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE 
                         0.43                          0.07 
  DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE 
                        87.29                        131.15 
  DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE 
                        6.380                         6.955 
[1] "0.4 - 87.3 (6.4)"  "0.1 - 131.2 (7.0)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK  2(1Q32.1) MUTATED"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK  2(1Q32.1) MUTATED"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK  2(1Q32.1) MUTATED"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK  2(1Q32.1) MUTATED" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK  2(1Q32.1) WILD-TYPE" "DEL PEAK  2(1Q32.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK  2(1Q32.1) WILD-TYPE"   "DEL PEAK  2(1Q32.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  2(1Q32.1) MUTATED" 
[1] "hr=" "1.1"
D31V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  2(1Q32.1) MUTATED         0       13         7        9
  DEL PEAK  2(1Q32.1) WILD-TYPE       2       36        42       39
D31V3, multiclass
           clus
vv          DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           13                            36
  STAGE III                           7                            42
  STAGE IV                            9                            39
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK  2(1Q32.1) MUTATED          8 11  6
  DEL PEAK  2(1Q32.1) WILD-TYPE       36 58 16
D31V4, multiclass
          clus
vv         DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE
  T0+T1+T2                           8                            36
  T3                                11                            58
  T4                                 6                            16
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK  2(1Q32.1) MUTATED   15  2  6  1
  DEL PEAK  2(1Q32.1) WILD-TYPE 76 12 21  4
D31V5, multiclass
    clus
vv   DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE
  N0                          15                            76
  N1                           2                            12
  N2                           6                            21
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  DEL PEAK  2(1Q32.1) MUTATED   17  1 12
  DEL PEAK  2(1Q32.1) WILD-TYPE 73  4 44
D31V6, multiclass
    clus
vv   DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE
  M0                          17                            73
  M1                           1                             4
  MX                          12                            44
D31V7, binary
                               cls
clus                             0  1
  DEL PEAK  2(1Q32.1) MUTATED    3 28
  DEL PEAK  2(1Q32.1) WILD-TYPE 33 88
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  2(1Q32.1) MUTATED      3   28
  DEL PEAK  2(1Q32.1) WILD-TYPE   33   88
        clus
vv       DEL PEAK  2(1Q32.1) MUTATED DEL PEAK  2(1Q32.1) WILD-TYPE
  FEMALE                           3                            33
  MALE                            28                            88
D31V8, continuous
D31V9, continuous
D31V10, continuous

Clustering(32) Variable = DEL PEAK  3(2Q22.1) MUTATION ANALYSIS
D32V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  3(2Q22.1) MUTATED   29 15
  DEL PEAK  3(2Q22.1) WILD-TYPE 74 27
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                           44                           101 
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                           15                            27 
$`DEL PEAK  3(2Q22.1) MUTATED`
TCGA-BL-A13I TCGA-BT-A20P TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LA 
        7.33        17.85        14.89         5.06         8.35         5.88 
TCGA-BT-A3PH TCGA-C4-A0EZ TCGA-C4-A0F6 TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3KJ 
        4.64         8.98        23.01         0.10        12.92         5.46 
TCGA-CU-A3QU TCGA-DK-A1A3 TCGA-DK-A1A7 TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A3IK 
        5.19         2.53        18.41         1.81        10.59         2.20 
TCGA-DK-A3IS TCGA-DK-A3IV TCGA-DK-A3X2 TCGA-E7-A541 TCGA-FD-A3B5 TCGA-FD-A3N6 
       50.27         9.67        17.98         0.56         8.94        15.88 
TCGA-FD-A3SJ TCGA-FD-A3SR TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EL 
       24.30        19.79         4.08        61.94        30.61        26.93 
TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3RD TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GU-A42Q 
        0.82         2.86         1.02         2.10        20.98         7.56 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QK TCGA-K4-A3WU TCGA-K4-A4AC 
        4.37         6.41         5.69         6.64         3.42         6.48 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`DEL PEAK  3(2Q22.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         2.66         6.74         6.58        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20X 
       32.84        12.16        19.46         5.06        14.93         8.25 
TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A1HS 
        3.65         2.07         9.99         1.94         0.46         0.43 
TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y 
        0.69         0.13         0.07         0.10         0.07         0.10 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 
        4.90         7.20         8.09         1.84         2.14        31.40 
TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF 
       19.00         8.91       130.85       112.44        16.14        17.62 
TCGA-DK-A1AG TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IM 
       15.62         7.76       123.85        87.29         3.98         7.82 
TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3WW TCGA-DK-A3WX 
        8.22        10.49        15.09        20.02         8.28        10.55 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ 
      131.15        41.03        43.59         0.10         0.49         0.53 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 
        0.56         8.81        15.68         6.87         4.01        11.05 
TCGA-FD-A3N5 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
        8.94        32.02        10.98         6.12         6.81         5.49 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 
        4.54        46.78         1.94         7.89         6.84        15.16 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES 
        7.10         3.48         3.22         5.65        35.24        17.26 
TCGA-G2-A3IB TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC 
        7.04        20.12         2.24         1.32         4.50         1.38 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GU-A42P TCGA-GU-A42R 
        2.50         1.08         7.69         3.12         6.38         3.22 
TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40E TCGA-GV-A40G 
        6.15         7.63         7.79         4.11         6.38         5.33 
TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AB 
        1.51         6.71         8.71         4.64         2.50 

  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                         0.10                          0.07 
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                        61.94                        131.15 
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                         6.56                          6.87 
[1] "0.1 - 61.9 (6.6)"  "0.1 - 131.2 (6.9)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  3(2Q22.1) MUTATED"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  3(2Q22.1) MUTATED" 
[1] "hr=" "1.2"
D32V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  3(2Q22.1) MUTATED         0       17        12       17
  DEL PEAK  3(2Q22.1) WILD-TYPE       2       32        37       31
D32V3, multiclass
           clus
vv          DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           17                            32
  STAGE III                          12                            37
  STAGE IV                           17                            31
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK  3(2Q22.1) MUTATED         13 19  6
  DEL PEAK  3(2Q22.1) WILD-TYPE       31 50 16
D32V4, multiclass
          clus
vv         DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  T0+T1+T2                          13                            31
  T3                                19                            50
  T4                                 6                            16
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK  3(2Q22.1) MUTATED   24  5 11  1
  DEL PEAK  3(2Q22.1) WILD-TYPE 67  9 16  4
D32V5, multiclass
    clus
vv   DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  N0                          24                            67
  N1                           5                             9
  N2                          11                            16
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  DEL PEAK  3(2Q22.1) MUTATED   30  1 14
  DEL PEAK  3(2Q22.1) WILD-TYPE 60  4 42
D32V6, multiclass
    clus
vv   DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  M0                          30                            60
  M1                           1                             4
  MX                          14                            42
D32V7, binary
                               cls
clus                             0  1
  DEL PEAK  3(2Q22.1) MUTATED   14 32
  DEL PEAK  3(2Q22.1) WILD-TYPE 22 84
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  3(2Q22.1) MUTATED     14   32
  DEL PEAK  3(2Q22.1) WILD-TYPE   22   84
        clus
vv       DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  FEMALE                          14                            22
  MALE                            32                            84
D32V8, continuous
D32V9, continuous
D32V10, continuous

Clustering(33) Variable = DEL PEAK  4(2Q34) MUTATION ANALYSIS
D33V1, survival
                             sevent
clus2                          0  1
  DEL PEAK  4(2Q34) MUTATED   42 20
  DEL PEAK  4(2Q34) WILD-TYPE 61 22
  DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE 
                         62                          83 
  DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE 
                         20                          22 
$`DEL PEAK  4(2Q34) MUTATED`
TCGA-BL-A13J TCGA-BT-A20N TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X 
        2.66        32.84        14.89         5.06         8.35         8.25 
TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0EZ TCGA-CF-A1HS TCGA-CF-A47X 
        5.88         4.64         9.99         8.98         0.43         0.10 
TCGA-CU-A0YN TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A5 
       12.92         5.46         5.19         8.09         1.84         2.14 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A3IK 
      130.85       112.44         1.81        10.59         7.76         2.20 
TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IV TCGA-DK-A3X1 
        3.98         7.82        50.27        15.09         9.67        41.03 
TCGA-DK-A3X2 TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B4 TCGA-FD-A3B5 
       17.98         0.49         0.56         0.56        15.68         8.94 
TCGA-FD-A3N5 TCGA-FD-A3SN TCGA-FD-A3SR TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EK 
        8.94         6.81        19.79         4.08        61.94         5.65 
TCGA-G2-A2EL TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS 
       26.93         0.82         2.86         1.02         2.50         1.08 
TCGA-GD-A3OP TCGA-GU-A42P TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3QH TCGA-GV-A3QI 
        2.10         6.38         4.37         6.41         7.79         4.11 
TCGA-GV-A3QK TCGA-GV-A40G TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AC 
        6.64         5.33         8.71         3.42         4.64         6.48 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`DEL PEAK  4(2Q34) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         6.74         6.58        11.93        19.00 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A2LD 
       12.16        17.85        19.46         5.06        14.93         3.65 
TCGA-BT-A3PK TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S 
        2.07         1.94        23.01         0.46         0.69         0.13 
TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR 
        0.07         0.10         0.07         0.10         4.90         7.20 
TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE 
        2.53        31.40        18.41        19.00         8.91        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IN TCGA-DK-A3IQ 
       17.62        15.62       123.85        87.29         8.22        10.49 
TCGA-DK-A3IU TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E5-A2PC TCGA-E7-A3Y1 
       20.02         8.28        10.55       131.15        43.59         0.10 
TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 
        0.53         8.81         6.87         4.01        11.05        15.88 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP 
       32.02        24.30        10.98         6.12         5.49         4.54 
TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 
       46.78         1.94         7.89         6.84        15.16         7.10 
TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
        3.48         3.22        30.61        35.24        17.26         7.04 
TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GD-A2C5 
       20.12         2.24         1.32         4.50         1.38         7.69 
TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JX TCGA-GV-A3JZ 
        3.12        20.98         7.56         3.22         6.15         5.69 
TCGA-GV-A3QF TCGA-GV-A40E TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A4AB 
        7.63         6.38         1.51         6.71         2.50 

  DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE 
                       0.10                        0.07 
  DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE 
                     130.85                      131.15 
  DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE 
                       6.13                        7.33 
[1] "0.1 - 130.8 (6.1)" "0.1 - 131.2 (7.3)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK  4(2Q34) WILD-TYPE"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK  4(2Q34) WILD-TYPE" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK  4(2Q34) MUTATED" "DEL PEAK  4(2Q34) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "DEL PEAK  4(2Q34) MUTATED"   "DEL PEAK  4(2Q34) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK  4(2Q34) MUTATED" 
[1] "hr=" "1.6"
D33V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  4(2Q34) MUTATED         0       23        20       21
  DEL PEAK  4(2Q34) WILD-TYPE       2       26        29       27
D33V3, multiclass
           clus
vv          DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE
  STAGE I                           0                           2
  STAGE II                         23                          26
  STAGE III                        20                          29
  STAGE IV                         21                          27
                             vv
clus                          T0+T1+T2 T3 T4
  DEL PEAK  4(2Q34) MUTATED         19 29 10
  DEL PEAK  4(2Q34) WILD-TYPE       25 40 12
D33V4, multiclass
          clus
vv         DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE
  T0+T1+T2                        19                          25
  T3                              29                          40
  T4                              10                          12
                             vv
clus                          N0 N1 N2 N3
  DEL PEAK  4(2Q34) MUTATED   38  7 13  1
  DEL PEAK  4(2Q34) WILD-TYPE 53  7 14  4
D33V5, multiclass
    clus
vv   DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE
  N0                        38                          53
  N1                         7                           7
  N2                        13                          14
  N3                         1                           4
                             vv
clus                          M0 M1 MX
  DEL PEAK  4(2Q34) MUTATED   42  1 22
  DEL PEAK  4(2Q34) WILD-TYPE 48  4 34
D33V6, multiclass
    clus
vv   DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE
  M0                        42                          48
  M1                         1                           4
  MX                        22                          34
D33V7, binary
                             cls
clus                           0  1
  DEL PEAK  4(2Q34) MUTATED   15 51
  DEL PEAK  4(2Q34) WILD-TYPE 21 65
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  4(2Q34) MUTATED     15   51
  DEL PEAK  4(2Q34) WILD-TYPE   21   65
        clus
vv       DEL PEAK  4(2Q34) MUTATED DEL PEAK  4(2Q34) WILD-TYPE
  FEMALE                        15                          21
  MALE                          51                          65
D33V8, continuous
D33V9, continuous
D33V10, continuous

Clustering(34) Variable = DEL PEAK  5(2Q37.1) MUTATION ANALYSIS
D34V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  5(2Q37.1) MUTATED   49 23
  DEL PEAK  5(2Q37.1) WILD-TYPE 54 19
  DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE 
                           72                            73 
  DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE 
                           23                            19 
$`DEL PEAK  5(2Q37.1) MUTATED`
TCGA-BL-A13J TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20V 
        2.66        19.00        32.84        19.46        14.89         5.06 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0EZ 
        8.35         8.25         5.88         4.64         9.99         8.98 
TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ 
        0.46         0.43         0.10        12.92         7.20         5.46 
TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1AC TCGA-DK-A1AD 
        5.19         8.09         1.84         2.14       130.85       112.44 
TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM 
       15.62         1.81        10.59         2.20         3.98         7.82 
TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3X2 TCGA-E7-A4IJ 
       50.27        15.09        20.02         9.67        17.98         0.49 
TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3N5 TCGA-FD-A3SJ 
        0.56         0.56        15.68         8.94         8.94        24.30 
TCGA-FD-A3SN TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EK 
        6.81        19.79         1.94         4.08        61.94         5.65 
TCGA-G2-A2EL TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD 
       26.93         0.82         2.86         4.50         1.38         1.02 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GU-A42P TCGA-GV-A3JV TCGA-GV-A3JW 
        2.50         1.08         2.10         6.38         4.37         6.41 
TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40G 
        6.15         7.63         7.79         4.11         6.64         5.33 
TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        8.71         3.42         4.64         6.48         3.42         3.68 

$`DEL PEAK  5(2Q37.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20O 
       40.08         7.33         6.74         6.58        11.93        12.16 
TCGA-BT-A20P TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A2LD TCGA-BT-A3PK TCGA-C4-A0F0 
       17.85         5.06        14.93         3.65         2.07         1.94 
TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
       23.01         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47Y TCGA-CU-A0YO TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA 
        0.10         4.90         2.53        31.40        18.41        19.00 
TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 
        8.91        16.14        17.62         7.76       123.85        87.29 
TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 
        8.22        10.49         8.28        10.55       131.15        41.03 
TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B6 TCGA-FD-A3B7 
       43.59         0.10         0.53         8.81         6.87         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO 
       11.05        15.88        32.02        10.98         6.12         5.49 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 
        4.54        46.78         7.89         6.84        15.16         7.10 
TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
        3.48         3.22        30.61        35.24        17.26         7.04 
TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GD-A3OS 
       20.12         2.24         1.32         7.69         3.12        20.98 
TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JZ TCGA-GV-A40E TCGA-H4-A2HO TCGA-H4-A2HQ 
        7.56         3.22         5.69         6.38         1.51         6.71 
TCGA-K4-A4AB 
        2.50 

  DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE 
                         0.10                          0.07 
  DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE 
                       130.85                        131.15 
  DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE 
                        6.265                         7.560 
[1] "0.1 - 130.8 (6.3)" "0.1 - 131.2 (7.6)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  5(2Q37.1) WILD-TYPE"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  5(2Q37.1) WILD-TYPE" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  5(2Q37.1) MUTATED" "DEL PEAK  5(2Q37.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  5(2Q37.1) MUTATED"   "DEL PEAK  5(2Q37.1) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK  5(2Q37.1) MUTATED" 
[1] "hr=" "1.6"
D34V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  5(2Q37.1) MUTATED         0       27        22       25
  DEL PEAK  5(2Q37.1) WILD-TYPE       2       22        27       23
D34V3, multiclass
           clus
vv          DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           27                            22
  STAGE III                          22                            27
  STAGE IV                           25                            23
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK  5(2Q37.1) MUTATED         25 33 11
  DEL PEAK  5(2Q37.1) WILD-TYPE       19 36 11
D34V4, multiclass
          clus
vv         DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE
  T0+T1+T2                          25                            19
  T3                                33                            36
  T4                                11                            11
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK  5(2Q37.1) MUTATED   45  7 17  1
  DEL PEAK  5(2Q37.1) WILD-TYPE 46  7 10  4
D34V5, multiclass
    clus
vv   DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE
  N0                          45                            46
  N1                           7                             7
  N2                          17                            10
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  DEL PEAK  5(2Q37.1) MUTATED   48  1 27
  DEL PEAK  5(2Q37.1) WILD-TYPE 42  4 29
D34V6, multiclass
    clus
vv   DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE
  M0                          48                            42
  M1                           1                             4
  MX                          27                            29
D34V7, binary
                               cls
clus                             0  1
  DEL PEAK  5(2Q37.1) MUTATED   13 64
  DEL PEAK  5(2Q37.1) WILD-TYPE 23 52
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  5(2Q37.1) MUTATED     13   64
  DEL PEAK  5(2Q37.1) WILD-TYPE   23   52
        clus
vv       DEL PEAK  5(2Q37.1) MUTATED DEL PEAK  5(2Q37.1) WILD-TYPE
  FEMALE                          13                            23
  MALE                            64                            52
D34V8, continuous
D34V9, continuous
D34V10, continuous

Clustering(35) Variable = DEL PEAK  6(3P21.31) MUTATION ANALYSIS
D35V1, survival
                                sevent
clus2                             0  1
  DEL PEAK  6(3P21.31) MUTATED   33 14
  DEL PEAK  6(3P21.31) WILD-TYPE 70 28
  DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE 
                            47                             98 
  DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE 
                            14                             28 
$`DEL PEAK  6(3P21.31) MUTATED`
TCGA-BL-A3JM TCGA-BT-A20J TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A42E 
        6.74        19.00        14.89         5.06         8.25         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A0YO 
        8.98         1.94         0.43         0.10        12.92         4.90 
TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-DK-A1A6 TCGA-DK-A1AB TCGA-DK-A2I2 
        7.20         5.46         8.09        31.40         8.91         7.76 
TCGA-DK-A3IM TCGA-DK-A3IQ TCGA-DK-A3WX TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A541 
        7.82        10.49        10.55        41.03        43.59         0.56 
TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FJ-A3ZE TCGA-G2-A2EF 
       15.68         6.87         8.94        24.30         3.48        61.94 
TCGA-G2-A2EJ TCGA-G2-A2EL TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3BM 
       30.61        26.93        17.26         7.04         0.82         2.86 
TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GU-A42Q TCGA-GU-A42R 
        2.24         4.50         2.50         1.08         7.56         3.22 
TCGA-GV-A3JW TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AC 
        6.41         6.71         8.71         4.64         6.48 

$`DEL PEAK  6(3P21.31) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20N 
       40.08         7.33         2.66         6.58        11.93        32.84 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20W 
       12.16        17.85        19.46         5.06        14.93         8.35 
TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0F6 TCGA-CF-A1HR 
        5.88         3.65         4.64         2.07        23.01         0.46 
TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y 
        0.69         0.13         0.07         0.10         0.07         0.10 
TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AA 
        5.19         1.84         2.53         2.14        18.41        19.00 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX 
      130.85       112.44        16.14        17.62        15.62         1.81 
TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IN 
       10.59       123.85        87.29         2.20         3.98         8.22 
TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY 
       50.27        15.09        20.02         9.67         8.28       131.15 
TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 
       17.98         0.10         0.49         0.53         0.56         8.81 
TCGA-FD-A3B5 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL 
        8.94         4.01        11.05        15.88        32.02        10.98 
TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
        6.12         6.81         5.49         4.54        46.78        19.79 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF 
        1.94         7.89         6.84        15.16         7.10         4.08 
TCGA-FT-A3EE TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A3IE TCGA-GC-A3OO TCGA-GC-A3RC 
        3.22         5.65        35.24        20.12         1.32         1.38 
TCGA-GC-A3RD TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        1.02         7.69         2.10         3.12        20.98         6.38 
TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI 
        4.37         6.15         5.69         7.63         7.79         4.11 
TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A4AB 
        6.64         6.38         5.33         1.51         3.42         2.50 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

  DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE 
                          0.10                           0.07 
  DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE 
                         61.94                         131.15 
  DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE 
                          7.56                           6.48 
[1] "0.1 - 61.9 (7.6)"  "0.1 - 131.2 (6.5)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK  6(3P21.31) MUTATED"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK  6(3P21.31) WILD-TYPE" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK  6(3P21.31) WILD-TYPE"   "DEL PEAK  6(3P21.31) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK  6(3P21.31) MUTATED" "DEL PEAK  6(3P21.31) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK  6(3P21.31) WILD-TYPE" 
[1] "hr=" "1.1"
D35V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  6(3P21.31) MUTATED         0       17        15       14
  DEL PEAK  6(3P21.31) WILD-TYPE       2       32        34       34
D35V3, multiclass
           clus
vv          DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            17                             32
  STAGE III                           15                             34
  STAGE IV                            14                             34
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK  6(3P21.31) MUTATED         15 20  5
  DEL PEAK  6(3P21.31) WILD-TYPE       29 49 17
D35V4, multiclass
          clus
vv         DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE
  T0+T1+T2                           15                             29
  T3                                 20                             49
  T4                                  5                             17
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK  6(3P21.31) MUTATED   29  5  6  2
  DEL PEAK  6(3P21.31) WILD-TYPE 62  9 21  3
D35V5, multiclass
    clus
vv   DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE
  N0                           29                             62
  N1                            5                              9
  N2                            6                             21
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  DEL PEAK  6(3P21.31) MUTATED   27  3 17
  DEL PEAK  6(3P21.31) WILD-TYPE 63  2 39
D35V6, multiclass
    clus
vv   DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE
  M0                           27                             63
  M1                            3                              2
  MX                           17                             39
D35V7, binary
                                cls
clus                              0  1
  DEL PEAK  6(3P21.31) MUTATED   13 35
  DEL PEAK  6(3P21.31) WILD-TYPE 23 81
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  6(3P21.31) MUTATED     13   35
  DEL PEAK  6(3P21.31) WILD-TYPE   23   81
        clus
vv       DEL PEAK  6(3P21.31) MUTATED DEL PEAK  6(3P21.31) WILD-TYPE
  FEMALE                           13                             23
  MALE                             35                             81
D35V8, continuous
D35V9, continuous
D35V10, continuous

Clustering(36) Variable = DEL PEAK  7(3P14.2) MUTATION ANALYSIS
D36V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  7(3P14.2) MUTATED   34 12
  DEL PEAK  7(3P14.2) WILD-TYPE 69 30
  DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE 
                           46                            99 
  DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE 
                           12                            30 
$`DEL PEAK  7(3P14.2) MUTATED`
TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A42E TCGA-C4-A0EZ 
       14.89         5.06         8.35         8.25         9.99         8.98 
TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL 
        1.94         0.43        12.92         7.20         5.46         8.09 
TCGA-DK-A1A6 TCGA-DK-A1AB TCGA-DK-A2I2 TCGA-DK-A3IM TCGA-DK-A3IQ TCGA-DK-A3IS 
       31.40         8.91         7.76         7.82        10.49        50.27 
TCGA-DK-A3WX TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A541 TCGA-FD-A3B4 TCGA-FD-A3B6 
       10.55        41.03        43.59         0.56        15.68         6.87 
TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FD-A3SN TCGA-FD-A43N TCGA-FJ-A3ZE TCGA-G2-A2EF 
        8.94        24.30         6.81         7.89         3.48        61.94 
TCGA-G2-A2EJ TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM 
       30.61        17.26         7.04        20.12         0.82         2.86 
TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GU-A42Q TCGA-GV-A3JW 
        2.24         4.50         2.50         1.08         7.56         6.41 
TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AC 
        6.71         8.71         4.64         6.48 

$`DEL PEAK  7(3P14.2) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
       19.00        32.84        12.16        17.85        19.46         5.06 
TCGA-BT-A20U TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0F6 
       14.93         5.88         3.65         4.64         2.07        23.01 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.46         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 
        0.10         0.10         4.90         5.19         1.84         2.53 
TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE 
        2.14        18.41        19.00       130.85       112.44        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 
       17.62        15.62         1.81        10.59       123.85        87.29 
TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV 
        2.20         3.98         8.22        15.09        20.02         9.67 
TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ 
        8.28       131.15        17.98         0.10         0.49         0.53 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 
        0.56         8.81         8.94         4.01        11.05        15.88 
TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ 
       32.02        10.98         6.12         5.49         4.54        46.78 
TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF 
       19.79         1.94         6.84        15.16         7.10         4.08 
TCGA-FT-A3EE TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-GC-A3OO TCGA-GC-A3RC 
        3.22         5.65        26.93        35.24         1.32         1.38 
TCGA-GC-A3RD TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        1.02         7.69         2.10         3.12        20.98         6.38 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH 
        3.22         4.37         6.15         5.69         7.63         7.79 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WU 
        4.11         6.64         6.38         5.33         1.51         3.42 
TCGA-K4-A4AB TCGA-LT-A5Z6 TCGA-MV-A51V 
        2.50         3.42         3.68 

  DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE 
                         0.43                          0.07 
  DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE 
                        61.94                        131.15 
  DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE 
                        7.855                         6.150 
[1] "0.4 - 61.9 (7.9)"  "0.1 - 131.2 (6.2)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  7(3P14.2) MUTATED"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  7(3P14.2) WILD-TYPE" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  7(3P14.2) WILD-TYPE"   "DEL PEAK  7(3P14.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  7(3P14.2) MUTATED" "DEL PEAK  7(3P14.2) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  7(3P14.2) WILD-TYPE" 
[1] "hr=" "1.3"
D36V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  7(3P14.2) MUTATED         0       16        15       15
  DEL PEAK  7(3P14.2) WILD-TYPE       2       33        34       33
D36V3, multiclass
           clus
vv          DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           16                            33
  STAGE III                          15                            34
  STAGE IV                           15                            33
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK  7(3P14.2) MUTATED         15 21  5
  DEL PEAK  7(3P14.2) WILD-TYPE       29 48 17
D36V4, multiclass
          clus
vv         DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE
  T0+T1+T2                          15                            29
  T3                                21                            48
  T4                                 5                            17
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK  7(3P14.2) MUTATED   29  5  5  3
  DEL PEAK  7(3P14.2) WILD-TYPE 62  9 22  2
D36V5, multiclass
    clus
vv   DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE
  N0                          29                            62
  N1                           5                             9
  N2                           5                            22
  N3                           3                             2
                               vv
clus                            M0 M1 MX
  DEL PEAK  7(3P14.2) MUTATED   26  3 18
  DEL PEAK  7(3P14.2) WILD-TYPE 64  2 38
D36V6, multiclass
    clus
vv   DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE
  M0                          26                            64
  M1                           3                             2
  MX                          18                            38
D36V7, binary
                               cls
clus                             0  1
  DEL PEAK  7(3P14.2) MUTATED   13 35
  DEL PEAK  7(3P14.2) WILD-TYPE 23 81
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  7(3P14.2) MUTATED     13   35
  DEL PEAK  7(3P14.2) WILD-TYPE   23   81
        clus
vv       DEL PEAK  7(3P14.2) MUTATED DEL PEAK  7(3P14.2) WILD-TYPE
  FEMALE                          13                            23
  MALE                            35                            81
D36V8, continuous
D36V9, continuous
D36V10, continuous

Clustering(37) Variable = DEL PEAK  8(3P12.3) MUTATION ANALYSIS
D37V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  8(3P12.3) MUTATED   30 10
  DEL PEAK  8(3P12.3) WILD-TYPE 73 32
  DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE 
                           40                           105 
  DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE 
                           10                            32 
$`DEL PEAK  8(3P12.3) MUTATED`
TCGA-BT-A20N TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A42E TCGA-C4-A0EZ 
       32.84        14.89         5.06         8.25         9.99         8.98 
TCGA-C4-A0F0 TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-DK-A1A6 
        1.94        12.92         7.20         5.46         8.09        31.40 
TCGA-DK-A1AB TCGA-DK-A2I2 TCGA-DK-A3IM TCGA-DK-A3WX TCGA-E5-A2PC TCGA-E7-A4IJ 
        8.91         7.76         7.82        10.55        43.59         0.49 
TCGA-E7-A541 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FJ-A3ZE 
        0.56        15.68         6.87         8.94        24.30         3.48 
TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3BM 
       61.94        30.61         5.65         7.04         0.82         2.86 
TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GV-A3JW TCGA-GV-A3QH 
        2.24         4.50         2.50         1.08         6.41         7.79 
TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AC 
        6.71         8.71         4.64         6.48 

$`DEL PEAK  8(3P12.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U 
       19.00        12.16        17.85        19.46         5.06        14.93 
TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0F6 
        8.35         5.88         3.65         4.64         2.07        23.01 
TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
        0.46         0.43         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A5W6 
        0.07         0.10         0.10         4.90         5.19         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AC TCGA-DK-A1AD 
        2.53         2.14        18.41        19.00       130.85       112.44 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I4 
       16.14        17.62        15.62         1.81        10.59       123.85 
TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS 
       87.29         2.20         3.98         8.22        10.49        50.27 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X1 
       15.09        20.02         9.67         8.28       131.15        41.03 
TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B5 
       17.98         0.10         0.53         0.56         8.81         8.94 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM 
        4.01        11.05        15.88        32.02        10.98         6.12 
TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS 
        6.81         5.49         4.54        46.78        19.79         1.94 
TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-FT-A3EE 
        7.89         6.84        15.16         7.10         4.08         3.22 
TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-GC-A3OO TCGA-GC-A3RC 
       26.93        35.24        17.26        20.12         1.32         1.38 
TCGA-GC-A3RD TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        1.02         7.69         2.10         3.12        20.98         6.38 
TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        7.56         3.22         4.37         6.15         5.69         7.63 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WU 
        4.11         6.64         6.38         5.33         1.51         3.42 
TCGA-K4-A4AB TCGA-LT-A5Z6 TCGA-MV-A51V 
        2.50         3.42         3.68 

  DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE 
                         0.49                          0.07 
  DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE 
                        61.94                        131.15 
  DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE 
                         7.48                          6.64 
[1] "0.5 - 61.9 (7.5)"  "0.1 - 131.2 (6.6)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK  8(3P12.3) MUTATED"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  8(3P12.3) WILD-TYPE" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  8(3P12.3) WILD-TYPE"   "DEL PEAK  8(3P12.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  8(3P12.3) MUTATED" "DEL PEAK  8(3P12.3) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  8(3P12.3) WILD-TYPE" 
[1] "hr=" "1.1"
D37V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  8(3P12.3) MUTATED         0       15        12       14
  DEL PEAK  8(3P12.3) WILD-TYPE       2       34        37       34
D37V3, multiclass
           clus
vv          DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           15                            34
  STAGE III                          12                            37
  STAGE IV                           14                            34
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK  8(3P12.3) MUTATED         14 15  5
  DEL PEAK  8(3P12.3) WILD-TYPE       30 54 17
D37V4, multiclass
          clus
vv         DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE
  T0+T1+T2                          14                            30
  T3                                15                            54
  T4                                 5                            17
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK  8(3P12.3) MUTATED   22  5  5  3
  DEL PEAK  8(3P12.3) WILD-TYPE 69  9 22  2
D37V5, multiclass
    clus
vv   DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE
  N0                          22                            69
  N1                           5                             9
  N2                           5                            22
  N3                           3                             2
                               vv
clus                            M0 M1 MX
  DEL PEAK  8(3P12.3) MUTATED   21  3 17
  DEL PEAK  8(3P12.3) WILD-TYPE 69  2 39
D37V6, multiclass
    clus
vv   DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE
  M0                          21                            69
  M1                           3                             2
  MX                          17                            39
D37V7, binary
                               cls
clus                             0  1
  DEL PEAK  8(3P12.3) MUTATED   11 31
  DEL PEAK  8(3P12.3) WILD-TYPE 25 85
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  8(3P12.3) MUTATED     11   31
  DEL PEAK  8(3P12.3) WILD-TYPE   25   85
        clus
vv       DEL PEAK  8(3P12.3) MUTATED DEL PEAK  8(3P12.3) WILD-TYPE
  FEMALE                          11                            25
  MALE                            31                            85
D37V8, continuous
D37V9, continuous
D37V10, continuous

Clustering(38) Variable = DEL PEAK  9(4Q22.1) MUTATION ANALYSIS
D38V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  9(4Q22.1) MUTATED   35 18
  DEL PEAK  9(4Q22.1) WILD-TYPE 68 24
  DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE 
                           53                            92 
  DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE 
                           18                            24 
$`DEL PEAK  9(4Q22.1) MUTATED`
TCGA-BL-A13I TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A2LD TCGA-BT-A3PH 
        7.33         5.06        14.93         5.06         3.65         4.64 
TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A47V TCGA-CU-A0YN 
        1.94        23.01         0.46         0.43         0.10        12.92 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-DK-A1A3 TCGA-DK-A1A7 TCGA-DK-A1AD TCGA-DK-A2HX 
        4.90         7.20         2.53        18.41       112.44         1.81 
TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IN 
       10.59         7.76        87.29         2.20         7.82         8.22 
TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A541 TCGA-FD-A3B3 
       10.49        15.09        17.98        43.59         0.56         8.81 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SO TCGA-FJ-A3Z7 
        6.87         4.01        24.30        10.98         5.49        15.16 
TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
        4.08        61.94        26.93        35.24        17.26         7.04 
TCGA-GC-A3BM TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GD-A2C5 TCGA-GU-A42Q TCGA-GV-A3JV 
        2.86         1.32         4.50         7.69         7.56         4.37 
TCGA-GV-A3QH TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AC 
        7.79         6.71         8.71         4.64         6.48 

$`DEL PEAK  9(4Q22.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         2.66         6.74         6.58        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20W 
       32.84        12.16        17.85        19.46        14.89         8.35 
TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-CF-A27C 
        8.25         5.88         2.07         9.99         8.98         0.69 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A3KJ 
        0.13         0.07         0.07         0.10         0.10         5.46 
TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AA 
        5.19         8.09         1.84         2.14        31.40        19.00 
TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I4 
        8.91       130.85        16.14        17.62        15.62       123.85 
TCGA-DK-A3IL TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX 
        3.98        50.27        20.02         9.67         8.28        10.55 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A5KE 
      131.15        41.03         0.10         0.49         0.53         0.56 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA 
       15.68         8.94        11.05         8.94        15.88        32.02 
TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS 
        6.12         6.81         4.54        46.78        19.79         1.94 
TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ 
        7.89         6.84         7.10         3.48         3.22        30.61 
TCGA-G2-A2EK TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3RC TCGA-GC-A3RD 
        5.65        20.12         0.82         2.24         1.38         1.02 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        2.50         1.08         2.10         3.12        20.98         6.38 
TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QI 
        3.22         6.41         6.15         5.69         7.63         4.11 
TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A4AB 
        6.64         6.38         5.33         1.51         3.42         2.50 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

  DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE 
                         0.10                          0.07 
  DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE 
                       112.44                        131.15 
  DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE 
                         7.33                          6.61 
[1] "0.1 - 112.4 (7.3)" "0.1 - 131.2 (6.6)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK  9(4Q22.1) MUTATED"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK  9(4Q22.1) WILD-TYPE" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK  9(4Q22.1) WILD-TYPE"   "DEL PEAK  9(4Q22.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK  9(4Q22.1) MUTATED" "DEL PEAK  9(4Q22.1) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK  9(4Q22.1) WILD-TYPE" 
[1] "hr=" "1.3"
D38V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK  9(4Q22.1) MUTATED         0       17        15       22
  DEL PEAK  9(4Q22.1) WILD-TYPE       2       32        34       26
D38V3, multiclass
           clus
vv          DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           17                            32
  STAGE III                          15                            34
  STAGE IV                           22                            26
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK  9(4Q22.1) MUTATED         16 30  4
  DEL PEAK  9(4Q22.1) WILD-TYPE       28 39 18
D38V4, multiclass
          clus
vv         DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE
  T0+T1+T2                          16                            28
  T3                                30                            39
  T4                                 4                            18
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK  9(4Q22.1) MUTATED   31  6 14  1
  DEL PEAK  9(4Q22.1) WILD-TYPE 60  8 13  4
D38V5, multiclass
    clus
vv   DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE
  N0                          31                            60
  N1                           6                             8
  N2                          14                            13
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  DEL PEAK  9(4Q22.1) MUTATED   37  2 17
  DEL PEAK  9(4Q22.1) WILD-TYPE 53  3 39
D38V6, multiclass
    clus
vv   DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE
  M0                          37                            53
  M1                           2                             3
  MX                          17                            39
D38V7, binary
                               cls
clus                             0  1
  DEL PEAK  9(4Q22.1) MUTATED   16 40
  DEL PEAK  9(4Q22.1) WILD-TYPE 20 76
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  9(4Q22.1) MUTATED     16   40
  DEL PEAK  9(4Q22.1) WILD-TYPE   20   76
        clus
vv       DEL PEAK  9(4Q22.1) MUTATED DEL PEAK  9(4Q22.1) WILD-TYPE
  FEMALE                          16                            20
  MALE                            40                            76
D38V8, continuous
D38V9, continuous
D38V10, continuous

Clustering(39) Variable = DEL PEAK 10(4Q34.2) MUTATION ANALYSIS
D39V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 10(4Q34.2) MUTATED   44 17
  DEL PEAK 10(4Q34.2) WILD-TYPE 59 25
  DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE 
                           61                            84 
  DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE 
                           17                            25 
$`DEL PEAK 10(4Q34.2) MUTATED`
TCGA-BL-A13J TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W 
        2.66        32.84         5.06        14.89         5.06         8.35 
TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A1HS 
        3.65         4.64         9.99         1.94         0.46         0.43 
TCGA-CF-A47S TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-DK-A1A3 TCGA-DK-A1A7 
        0.13        12.92         4.90         7.20         2.53        18.41 
TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I6 
      112.44        16.14         1.81        10.59         7.76        87.29 
TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IT TCGA-E5-A2PC TCGA-E7-A541 
        2.20         7.82         8.22        15.09        43.59         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3SL TCGA-FD-A3SN TCGA-FD-A3SO 
        8.81         6.87         4.01        10.98         6.81         5.49 
TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EL TCGA-G2-A3IB 
        7.89        15.16         4.08        61.94        26.93         7.04 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC 
       20.12         0.82         2.86         1.32         4.50         1.38 
TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3QH 
        2.50         7.69         7.56         4.37         6.41         7.79 
TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AC TCGA-LT-A5Z6 
        5.33         6.71         8.71         4.64         6.48         3.42 
TCGA-MV-A51V 
        3.68 

$`DEL PEAK 10(4Q34.2) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         6.74         6.58        11.93        19.00 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A2LA 
       12.16        17.85        19.46        14.93         8.25         5.88 
TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CF-A47T TCGA-CF-A47V 
        2.07         8.98        23.01         0.69         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL 
        0.07         0.10         0.10         5.46         5.19         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC 
        1.84         2.14        31.40        19.00         8.91       130.85 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I4 TCGA-DK-A3IL TCGA-DK-A3IQ TCGA-DK-A3IS 
       17.62        15.62       123.85         3.98        10.49        50.27 
TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 
       20.02         9.67         8.28        10.55       131.15        41.03 
TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B4 
       17.98         0.10         0.49         0.53         0.56        15.68 
TCGA-FD-A3B5 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ 
        8.94        11.05         8.94        15.88        32.02        24.30 
TCGA-FD-A3SM TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U 
        6.12         4.54        46.78        19.79         1.94         6.84 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EO 
        7.10         3.48         3.22        30.61         5.65        35.24 
TCGA-G2-A2ES TCGA-GC-A3I6 TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GD-A3OQ 
       17.26         2.24         1.02         1.08         2.10         3.12 
TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
       20.98         6.38         3.22         6.15         5.69         7.63 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A4AB 
        4.11         6.64         6.38         1.51         3.42         2.50 

  DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE 
                         0.13                          0.07 
  DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE 
                       112.44                        131.15 
  DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE 
                        6.710                         7.215 
[1] "0.1 - 112.4 (6.7)" "0.1 - 131.2 (7.2)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 10(4Q34.2) WILD-TYPE" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 10(4Q34.2) WILD-TYPE"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 10(4Q34.2) MUTATED" "DEL PEAK 10(4Q34.2) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 10(4Q34.2) MUTATED"   "DEL PEAK 10(4Q34.2) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 10(4Q34.2) MUTATED" 
[1] "hr=" "1.2"
D39V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 10(4Q34.2) MUTATED         0       22        16       23
  DEL PEAK 10(4Q34.2) WILD-TYPE       2       27        33       25
D39V3, multiclass
           clus
vv          DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           22                            27
  STAGE III                          16                            33
  STAGE IV                           23                            25
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK 10(4Q34.2) MUTATED         19 31  5
  DEL PEAK 10(4Q34.2) WILD-TYPE       25 38 17
D39V4, multiclass
          clus
vv         DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE
  T0+T1+T2                          19                            25
  T3                                31                            38
  T4                                 5                            17
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK 10(4Q34.2) MUTATED   35  7 14  1
  DEL PEAK 10(4Q34.2) WILD-TYPE 56  7 13  4
D39V5, multiclass
    clus
vv   DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE
  N0                          35                            56
  N1                           7                             7
  N2                          14                            13
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  DEL PEAK 10(4Q34.2) MUTATED   36  2 25
  DEL PEAK 10(4Q34.2) WILD-TYPE 54  3 31
D39V6, multiclass
    clus
vv   DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE
  M0                          36                            54
  M1                           2                             3
  MX                          25                            31
D39V7, binary
                               cls
clus                             0  1
  DEL PEAK 10(4Q34.2) MUTATED   14 50
  DEL PEAK 10(4Q34.2) WILD-TYPE 22 66
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 10(4Q34.2) MUTATED     14   50
  DEL PEAK 10(4Q34.2) WILD-TYPE   22   66
        clus
vv       DEL PEAK 10(4Q34.2) MUTATED DEL PEAK 10(4Q34.2) WILD-TYPE
  FEMALE                          14                            22
  MALE                            50                            66
D39V8, continuous
D39V9, continuous
D39V10, continuous

Clustering(40) Variable = DEL PEAK 11(5Q11.2) MUTATION ANALYSIS
D40V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 11(5Q11.2) MUTATED   51 21
  DEL PEAK 11(5Q11.2) WILD-TYPE 52 21
  DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE 
                           72                            73 
  DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE 
                           21                            21 
$`DEL PEAK 11(5Q11.2) MUTATED`
TCGA-BL-A0C8 TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20T 
       40.08         6.58        19.00        32.84         5.06        14.89 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A42E 
        5.06         8.35         5.88         3.65         4.64         9.99 
TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CU-A3QU TCGA-DK-A1A5 TCGA-DK-A1A7 
       23.01         0.46         0.43         5.19         2.14        18.41 
TCGA-DK-A1AD TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL 
      112.44        10.59       123.85        87.29         2.20         3.98 
TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU 
        7.82         8.22        10.49        50.27        15.09        20.02 
TCGA-DK-A3IV TCGA-DK-A3WX TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ 
        9.67        10.55        41.03        17.98        43.59         0.49 
TCGA-E7-A541 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FD-A3SL 
        0.56         8.94         6.87         8.94        24.30        10.98 
TCGA-FD-A3SM TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U TCGA-FJ-A3Z7 
        6.12         4.54        19.79         1.94         6.84        15.16 
TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EL TCGA-G2-A3IB TCGA-G2-A3VY 
        3.48         4.08        61.94        26.93         7.04         0.82 
TCGA-GC-A3BM TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42P TCGA-GV-A3JW 
        2.86         1.08         7.69         2.10         6.38         6.41 
TCGA-GV-A3JX TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40E TCGA-GV-A40G 
        6.15         7.63         7.79         4.11         6.38         5.33 
TCGA-H4-A2HQ TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC TCGA-MV-A51V 
        6.71         3.42         4.64         2.50         6.48         3.68 

$`DEL PEAK 11(5Q11.2) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P 
        7.33         2.66         6.74        11.93        12.16        17.85 
TCGA-BT-A20Q TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 
       19.46        14.93         8.25         2.07         8.98         1.94 
TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X 
        0.69         0.13         0.07         0.10         0.07         0.10 
TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL 
        0.10        12.92         4.90         7.20         5.46         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC 
        1.84         2.53        31.40        19.00         8.91       130.85 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A3WW 
       16.14        17.62        15.62         1.81         7.76         8.28 
TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 
      131.15         0.10         0.53         0.56         8.81        15.68 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SN TCGA-FD-A3SO 
        4.01        11.05        15.88        32.02         6.81         5.49 
TCGA-FD-A3SQ TCGA-FD-A43N TCGA-FJ-A3Z9 TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK 
       46.78         7.89         7.10         3.22        30.61         5.65 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB 
       35.24        17.26        20.12         2.24         1.32         4.50 
TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q 
        1.38         1.02         2.50         3.12        20.98         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QK TCGA-H4-A2HO TCGA-K4-A3WS 
        3.22         4.37         5.69         6.64         1.51         8.71 
TCGA-LT-A5Z6 
        3.42 

  DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE 
                         0.43                          0.07 
  DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE 
                       123.85                        131.15 
  DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE 
                        6.855                         6.810 
[1] "0.4 - 123.8 (6.9)" "0.1 - 131.2 (6.8)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-MV-A51V 
  "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-MV-A51V 
  "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 11(5Q11.2) WILD-TYPE" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 11(5Q11.2) WILD-TYPE"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 11(5Q11.2) MUTATED"   "DEL PEAK 11(5Q11.2) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 11(5Q11.2) MUTATED" "DEL PEAK 11(5Q11.2) WILD-TYPE" 
                   TCGA-MV-A51V 
  "DEL PEAK 11(5Q11.2) MUTATED" 
[1] "hr=" "1.2"
D40V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 11(5Q11.2) MUTATED         1       25        19       29
  DEL PEAK 11(5Q11.2) WILD-TYPE       1       24        30       19
D40V3, multiclass
           clus
vv          DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           25                            24
  STAGE III                          19                            30
  STAGE IV                           29                            19
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK 11(5Q11.2) MUTATED         25 31 11
  DEL PEAK 11(5Q11.2) WILD-TYPE       19 38 11
D40V4, multiclass
          clus
vv         DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE
  T0+T1+T2                          25                            19
  T3                                31                            38
  T4                                11                            11
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK 11(5Q11.2) MUTATED   38  9 17  3
  DEL PEAK 11(5Q11.2) WILD-TYPE 53  5 10  2
D40V5, multiclass
    clus
vv   DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE
  N0                          38                            53
  N1                           9                             5
  N2                          17                            10
  N3                           3                             2
                               vv
clus                            M0 M1 MX
  DEL PEAK 11(5Q11.2) MUTATED   40  4 32
  DEL PEAK 11(5Q11.2) WILD-TYPE 50  1 24
D40V6, multiclass
    clus
vv   DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE
  M0                          40                            50
  M1                           4                             1
  MX                          32                            24
D40V7, binary
                               cls
clus                             0  1
  DEL PEAK 11(5Q11.2) MUTATED   15 62
  DEL PEAK 11(5Q11.2) WILD-TYPE 21 54
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 11(5Q11.2) MUTATED     15   62
  DEL PEAK 11(5Q11.2) WILD-TYPE   21   54
        clus
vv       DEL PEAK 11(5Q11.2) MUTATED DEL PEAK 11(5Q11.2) WILD-TYPE
  FEMALE                          15                            21
  MALE                            62                            54
D40V8, continuous
D40V9, continuous
D40V10, continuous

Clustering(41) Variable = DEL PEAK 12(5Q35.1) MUTATION ANALYSIS
D41V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 12(5Q35.1) MUTATED   50 19
  DEL PEAK 12(5Q35.1) WILD-TYPE 53 23
  DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE 
                           69                            76 
  DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE 
                           19                            23 
$`DEL PEAK 12(5Q35.1) MUTATED`
TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20V TCGA-BT-A20W 
        6.58        19.00        32.84         5.06         5.06         8.35 
TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CU-A3QU 
        3.65         4.64         9.99        23.01         0.46         5.19 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1AA TCGA-DK-A1AD TCGA-DK-A2I1 TCGA-DK-A2I4 
        2.53         2.14        19.00       112.44        10.59       123.85 
TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT 
       87.29         3.98         8.22        10.49        50.27        15.09 
TCGA-DK-A3WX TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-FD-A3B5 
       10.55        41.03        43.59         0.49         0.56         8.94 
TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM 
        6.87         8.94        32.02        24.30        10.98         6.12 
TCGA-FD-A3SN TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U TCGA-FJ-A3Z7 
        6.81         4.54        19.79         1.94         6.84        15.16 
TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EL TCGA-G2-A3IB TCGA-G2-A3IE 
        3.48         4.08        61.94        26.93         7.04        20.12 
TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3YS 
        0.82         2.86         4.50         1.38         1.02         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42P TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ 
        7.69         2.10         6.38         6.41         6.15         5.69 
TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WU 
        7.63         7.79         6.38         5.33         6.71         3.42 
TCGA-K4-A4AB TCGA-K4-A4AC TCGA-MV-A51V 
        2.50         6.48         3.68 

$`DEL PEAK 12(5Q35.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20O 
       40.08         7.33         2.66         6.74        11.93        12.16 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A2LA 
       17.85        19.46        14.89        14.93         8.25         5.88 
TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S 
        2.07         8.98         1.94         0.43         0.69         0.13 
TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN 
        0.07         0.10         0.07         0.10         0.10        12.92 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A6 
        4.90         7.20         5.46         8.09         1.84        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
       18.41         8.91       130.85        16.14        17.62        15.62 
TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IU TCGA-DK-A3IV 
        1.81         7.76         2.20         7.82        20.02         9.67 
TCGA-DK-A3WW TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE 
        8.28       131.15        17.98         0.10         0.53         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3SO 
        8.81        15.68         4.01        11.05        15.88         5.49 
TCGA-FD-A3SQ TCGA-FD-A43N TCGA-FJ-A3Z9 TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK 
       46.78         7.89         7.10         3.22        30.61         5.65 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3WC TCGA-GD-A3OQ 
       35.24        17.26         2.24         1.32         2.50         3.12 
TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3QI TCGA-GV-A3QK 
       20.98         7.56         3.22         4.37         4.11         6.64 
TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WV TCGA-LT-A5Z6 
        1.51         8.71         4.64         3.42 

  DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE 
                         0.46                          0.07 
  DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE 
                       123.85                        131.15 
  DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE 
                        6.710                         7.265 
[1] "0.5 - 123.8 (6.7)" "0.1 - 131.2 (7.3)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 12(5Q35.1) WILD-TYPE" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 12(5Q35.1) MUTATED"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 12(5Q35.1) WILD-TYPE"   "DEL PEAK 12(5Q35.1) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 12(5Q35.1) MUTATED" "DEL PEAK 12(5Q35.1) WILD-TYPE" 
                   TCGA-MV-A51V 
  "DEL PEAK 12(5Q35.1) MUTATED" 
[1] "hr=" "1.2"
D41V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 12(5Q35.1) MUTATED         0       25        19       28
  DEL PEAK 12(5Q35.1) WILD-TYPE       2       24        30       20
D41V3, multiclass
           clus
vv          DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           25                            24
  STAGE III                          19                            30
  STAGE IV                           28                            20
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK 12(5Q35.1) MUTATED         24 28 12
  DEL PEAK 12(5Q35.1) WILD-TYPE       20 41 10
D41V4, multiclass
          clus
vv         DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE
  T0+T1+T2                          24                            20
  T3                                28                            41
  T4                                12                            10
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK 12(5Q35.1) MUTATED   38  8 15  4
  DEL PEAK 12(5Q35.1) WILD-TYPE 53  6 12  1
D41V5, multiclass
    clus
vv   DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE
  N0                          38                            53
  N1                           8                             6
  N2                          15                            12
  N3                           4                             1
                               vv
clus                            M0 M1 MX
  DEL PEAK 12(5Q35.1) MUTATED   35  4 34
  DEL PEAK 12(5Q35.1) WILD-TYPE 55  1 22
D41V6, multiclass
    clus
vv   DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE
  M0                          35                            55
  M1                           4                             1
  MX                          34                            22
D41V7, binary
                               cls
clus                             0  1
  DEL PEAK 12(5Q35.1) MUTATED   13 61
  DEL PEAK 12(5Q35.1) WILD-TYPE 23 55
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 12(5Q35.1) MUTATED     13   61
  DEL PEAK 12(5Q35.1) WILD-TYPE   23   55
        clus
vv       DEL PEAK 12(5Q35.1) MUTATED DEL PEAK 12(5Q35.1) WILD-TYPE
  FEMALE                          13                            23
  MALE                            61                            55
D41V8, continuous
D41V9, continuous
D41V10, continuous

Clustering(42) Variable = DEL PEAK 13(6P25.3) MUTATION ANALYSIS
D42V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 13(6P25.3) MUTATED   33  9
  DEL PEAK 13(6P25.3) WILD-TYPE 70 33
  DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE 
                           42                           103 
  DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE 
                            9                            33 
$`DEL PEAK 13(6P25.3) MUTATED`
TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-CU-A0YR 
        5.06         8.25         5.88         3.65         4.64         7.20 
TCGA-CU-A5W6 TCGA-DK-A1A6 TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A2HX 
        1.84        31.40         8.91       130.85        16.14         1.81 
TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IL TCGA-DK-A3IT TCGA-DK-A3X1 
       10.59         7.76       123.85         3.98        15.09        41.03 
TCGA-DK-A3X2 TCGA-E7-A4IJ TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3NA 
       17.98         0.49        15.68         6.87         4.01        32.02 
TCGA-FD-A3SL TCGA-FD-A3SN TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3ZF TCGA-G2-A2EO 
       10.98         6.81         6.84        15.16         4.08        35.24 
TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI 
        2.10        20.98         5.69         7.63         7.79         4.11 
TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HQ TCGA-K4-A4AB TCGA-LT-A5Z6 TCGA-MV-A51V 
        6.64         6.38         6.71         2.50         3.42         3.68 

$`DEL PEAK 13(6P25.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
       19.00        32.84        12.16        17.85        19.46         5.06 
TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20W TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ 
       14.89        14.93         8.35         2.07         9.99         8.98 
TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S 
        1.94        23.01         0.46         0.43         0.69         0.13 
TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN 
        0.07         0.10         0.07         0.10         0.10        12.92 
TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A5 
        4.90         5.46         5.19         8.09         2.53         2.14 
TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AD TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I6 
       18.41        19.00       112.44        17.62        15.62        87.29 
TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IU 
        2.20         7.82         8.22        10.49        50.27        20.02 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E5-A2PC TCGA-E7-A3Y1 
        9.67         8.28        10.55       131.15        43.59         0.10 
TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B8 
        0.53         0.56         0.56         8.81         8.94        11.05 
TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3SJ TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP 
        8.94        15.88        24.30         6.12         5.49         4.54 
TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z9 TCGA-FJ-A3ZE 
       46.78        19.79         1.94         7.89         7.10         3.48 
TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2ES 
        3.22        61.94        30.61         5.65        26.93        17.26 
TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO 
        7.04        20.12         0.82         2.86         2.24         1.32 
TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 
        4.50         1.38         1.02         2.50         1.08         7.69 
TCGA-GD-A3OQ TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW 
        3.12         6.38         7.56         3.22         4.37         6.41 
TCGA-GV-A3JX TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV 
        6.15         5.33         1.51         8.71         3.42         4.64 
TCGA-K4-A4AC 
        6.48 

  DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE 
                         0.49                          0.07 
  DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE 
                       130.85                        131.15 
  DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE 
                        6.855                         6.740 
[1] "0.5 - 130.8 (6.9)" "0.1 - 131.2 (6.7)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 13(6P25.3) MUTATED"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 13(6P25.3) MUTATED" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
"DEL PEAK 13(6P25.3) WILD-TYPE" "DEL PEAK 13(6P25.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK 13(6P25.3) WILD-TYPE"   "DEL PEAK 13(6P25.3) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 13(6P25.3) MUTATED" 
[1] "hr=" "1.6"
D42V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 13(6P25.3) MUTATED         0        9        14       20
  DEL PEAK 13(6P25.3) WILD-TYPE       2       40        35       28
D42V3, multiclass
           clus
vv          DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                            9                            40
  STAGE III                          14                            35
  STAGE IV                           20                            28
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK 13(6P25.3) MUTATED          7 18 12
  DEL PEAK 13(6P25.3) WILD-TYPE       37 51 10
D42V4, multiclass
          clus
vv         DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE
  T0+T1+T2                           7                            37
  T3                                18                            51
  T4                                12                            10
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK 13(6P25.3) MUTATED   19  2 13  2
  DEL PEAK 13(6P25.3) WILD-TYPE 72 12 14  3
D42V5, multiclass
    clus
vv   DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE
  N0                          19                            72
  N1                           2                            12
  N2                          13                            14
  N3                           2                             3
                               vv
clus                            M0 M1 MX
  DEL PEAK 13(6P25.3) MUTATED   24  2 17
  DEL PEAK 13(6P25.3) WILD-TYPE 66  3 39
D42V6, multiclass
    clus
vv   DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE
  M0                          24                            66
  M1                           2                             3
  MX                          17                            39
D42V7, binary
                               cls
clus                             0  1
  DEL PEAK 13(6P25.3) MUTATED   13 30
  DEL PEAK 13(6P25.3) WILD-TYPE 23 86
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 13(6P25.3) MUTATED     13   30
  DEL PEAK 13(6P25.3) WILD-TYPE   23   86
        clus
vv       DEL PEAK 13(6P25.3) MUTATED DEL PEAK 13(6P25.3) WILD-TYPE
  FEMALE                          13                            23
  MALE                            30                            86
D42V8, continuous
D42V9, continuous
D42V10, continuous

Clustering(43) Variable = DEL PEAK 14(6Q21) MUTATION ANALYSIS
D43V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 14(6Q21) MUTATED   44 18
  DEL PEAK 14(6Q21) WILD-TYPE 59 24
  DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE 
                         62                          83 
  DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE 
                         18                          24 
$`DEL PEAK 14(6Q21) MUTATED`
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A2LD TCGA-BT-A3PH 
       19.00        32.84        14.89         5.06         3.65         4.64 
TCGA-BT-A3PK TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47X TCGA-CU-A3QU 
        2.07         1.94         0.46         0.69         0.10         5.19 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A2HX 
        1.84         2.53        31.40        18.41         8.91         1.81 
TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL 
       10.59         7.76       123.85        87.29         2.20         3.98 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC 
       10.49        50.27        15.09        41.03        17.98        43.59 
TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3SJ TCGA-FD-A3SL 
        0.49         0.56         0.56         8.94        24.30        10.98 
TCGA-FD-A3SN TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U TCGA-FJ-A3Z7 
        6.81        46.78        19.79         1.94         6.84        15.16 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3RD 
       35.24        17.26        20.12         0.82         2.24         1.02 
TCGA-GD-A3OP TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3QF 
        2.10         6.38         3.22         6.41         6.15         7.63 
TCGA-GV-A3QH TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WV TCGA-K4-A4AB 
        7.79         6.38         5.33         6.71         4.64         2.50 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`DEL PEAK 14(6Q21) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20W 
       12.16        17.85        19.46         5.06        14.93         8.35 
TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F6 TCGA-CF-A1HS 
        8.25         5.88         9.99         8.98        23.01         0.43 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN 
        0.13         0.07         0.10         0.07         0.10        12.92 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-DK-A1A5 TCGA-DK-A1AA 
        4.90         7.20         5.46         8.09         2.14        19.00 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A3IM 
      130.85       112.44        16.14        17.62        15.62         7.82 
TCGA-DK-A3IN TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
        8.22        20.02         9.67         8.28        10.55       131.15 
TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B7 
        0.10         0.53         8.81        15.68         6.87         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SM TCGA-FD-A3SO 
       11.05         8.94        15.88        32.02         6.12         5.49 
TCGA-FD-A3SP TCGA-FD-A43N TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE 
        4.54         7.89         7.10         3.48         4.08         3.22 
TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3BM 
       61.94        30.61         5.65        26.93         7.04         2.86 
TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 
        1.32         4.50         1.38         2.50         1.08         7.69 
TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QI 
        3.12        20.98         7.56         4.37         5.69         4.11 
TCGA-GV-A3QK TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AC 
        6.64         1.51         8.71         3.42         6.48 

  DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE 
                       0.10                        0.07 
  DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE 
                     123.85                      131.15 
  DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE 
                      6.395                       7.200 
[1] "0.1 - 123.8 (6.4)" "0.1 - 131.2 (7.2)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 14(6Q21) MUTATED" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"DEL PEAK 14(6Q21) WILD-TYPE" "DEL PEAK 14(6Q21) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 14(6Q21) MUTATED"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 14(6Q21) WILD-TYPE"   "DEL PEAK 14(6Q21) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 14(6Q21) MUTATED" 
[1] "hr=" "1.1"
D43V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 14(6Q21) MUTATED         0       22        12       29
  DEL PEAK 14(6Q21) WILD-TYPE       2       27        37       19
D43V3, multiclass
           clus
vv          DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE
  STAGE I                           0                           2
  STAGE II                         22                          27
  STAGE III                        12                          37
  STAGE IV                         29                          19
                             vv
clus                          T0+T1+T2 T3 T4
  DEL PEAK 14(6Q21) MUTATED         22 27 10
  DEL PEAK 14(6Q21) WILD-TYPE       22 42 12
D43V4, multiclass
          clus
vv         DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE
  T0+T1+T2                        22                          22
  T3                              27                          42
  T4                              10                          12
                             vv
clus                          N0 N1 N2 N3
  DEL PEAK 14(6Q21) MUTATED   28  8 17  2
  DEL PEAK 14(6Q21) WILD-TYPE 63  6 10  3
D43V5, multiclass
    clus
vv   DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE
  N0                        28                          63
  N1                         8                           6
  N2                        17                          10
  N3                         2                           3
                             vv
clus                          M0 M1 MX
  DEL PEAK 14(6Q21) MUTATED   36  2 27
  DEL PEAK 14(6Q21) WILD-TYPE 54  3 29
D43V6, multiclass
    clus
vv   DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE
  M0                        36                          54
  M1                         2                           3
  MX                        27                          29
D43V7, binary
                             cls
clus                           0  1
  DEL PEAK 14(6Q21) MUTATED   15 51
  DEL PEAK 14(6Q21) WILD-TYPE 21 65
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 14(6Q21) MUTATED     15   51
  DEL PEAK 14(6Q21) WILD-TYPE   21   65
        clus
vv       DEL PEAK 14(6Q21) MUTATED DEL PEAK 14(6Q21) WILD-TYPE
  FEMALE                        15                          21
  MALE                          51                          65
D43V8, continuous
D43V9, continuous
D43V10, continuous

Clustering(44) Variable = DEL PEAK 15(6Q27) MUTATION ANALYSIS
D44V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 15(6Q27) MUTATED   46 17
  DEL PEAK 15(6Q27) WILD-TYPE 57 25
  DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE 
                         63                          82 
  DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE 
                         17                          25 
$`DEL PEAK 15(6Q27) MUTATED`
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20V TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK 
       19.00        32.84         5.06         3.65         4.64         2.07 
TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A47X TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A5W6 
        1.94         0.46         0.10         7.20         5.19         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 
        2.53        31.40         8.91       112.44         1.81        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IN 
        7.76       123.85        87.29         2.20         3.98         8.22 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC 
       10.49        50.27        15.09        41.03        17.98        43.59 
TCGA-E7-A4IJ TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3SL TCGA-FD-A3SN TCGA-FD-A3SQ 
        0.49         0.56         8.94        10.98         6.81        46.78 
TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FJ-A3Z7 TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE 
       19.79         1.94        15.16        35.24        17.26        20.12 
TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GD-A2C5 TCGA-GD-A3OP 
        0.82         2.24         4.50         1.02         7.69         2.10 
TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        6.38         3.22         6.41         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS 
        7.79         4.11         6.38         5.33         6.71         8.71 
TCGA-K4-A4AB TCGA-LT-A5Z6 TCGA-MV-A51V 
        2.50         3.42         3.68 

$`DEL PEAK 15(6Q27) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U 
       12.16        17.85        19.46         5.06        14.89        14.93 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F6 
        8.35         8.25         5.88         9.99         8.98        23.01 
TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.43         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-DK-A1A5 
        0.10        12.92         4.90         5.46         8.09         2.14 
TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
       18.41        19.00       130.85        16.14        17.62        15.62 
TCGA-DK-A3IM TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
        7.82        20.02         9.67         8.28        10.55       131.15 
TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A541 TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 
        0.10         0.53         0.56         8.81        15.68         6.87 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ 
        4.01        11.05         8.94        15.88        32.02        24.30 
TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z9 
        6.12         5.49         4.54         7.89         6.84         7.10 
TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK 
        3.48         4.08         3.22        61.94        30.61         5.65 
TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3OO TCGA-GC-A3RC TCGA-GC-A3WC 
       26.93         7.04         2.86         1.32         1.38         2.50 
TCGA-GC-A3YS TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3QK 
        1.08         3.12        20.98         7.56         4.37         6.64 
TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AC 
        1.51         3.42         4.64         6.48 

  DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE 
                       0.10                        0.07 
  DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE 
                     123.85                      131.15 
  DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE 
                       6.41                        7.07 
[1] "0.1 - 123.8 (6.4)" "0.1 - 131.2 (7.1)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 15(6Q27) WILD-TYPE" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 15(6Q27) MUTATED"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 15(6Q27) MUTATED" "DEL PEAK 15(6Q27) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 15(6Q27) WILD-TYPE"   "DEL PEAK 15(6Q27) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 15(6Q27) MUTATED" 
[1] "hr=" "1.2"
D44V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 15(6Q27) MUTATED         0       19        16       29
  DEL PEAK 15(6Q27) WILD-TYPE       2       30        33       19
D44V3, multiclass
           clus
vv          DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE
  STAGE I                           0                           2
  STAGE II                         19                          30
  STAGE III                        16                          33
  STAGE IV                         29                          19
                             vv
clus                          T0+T1+T2 T3 T4
  DEL PEAK 15(6Q27) MUTATED         19 29 11
  DEL PEAK 15(6Q27) WILD-TYPE       25 40 11
D44V4, multiclass
          clus
vv         DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE
  T0+T1+T2                        19                          25
  T3                              29                          40
  T4                              11                          11
                             vv
clus                          N0 N1 N2 N3
  DEL PEAK 15(6Q27) MUTATED   29  7 17  3
  DEL PEAK 15(6Q27) WILD-TYPE 62  7 10  2
D44V5, multiclass
    clus
vv   DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE
  N0                        29                          62
  N1                         7                           7
  N2                        17                          10
  N3                         3                           2
                             vv
clus                          M0 M1 MX
  DEL PEAK 15(6Q27) MUTATED   36  2 27
  DEL PEAK 15(6Q27) WILD-TYPE 54  3 29
D44V6, multiclass
    clus
vv   DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE
  M0                        36                          54
  M1                         2                           3
  MX                        27                          29
D44V7, binary
                             cls
clus                           0  1
  DEL PEAK 15(6Q27) MUTATED   14 52
  DEL PEAK 15(6Q27) WILD-TYPE 22 64
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 15(6Q27) MUTATED     14   52
  DEL PEAK 15(6Q27) WILD-TYPE   22   64
        clus
vv       DEL PEAK 15(6Q27) MUTATED DEL PEAK 15(6Q27) WILD-TYPE
  FEMALE                        14                          22
  MALE                          52                          64
D44V8, continuous
D44V9, continuous
D44V10, continuous

Clustering(45) Variable = DEL PEAK 16(8P23.3) MUTATION ANALYSIS
D45V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 16(8P23.3) MUTATED   61 18
  DEL PEAK 16(8P23.3) WILD-TYPE 42 24
  DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE 
                           79                            66 
  DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE 
                           18                            24 
$`DEL PEAK 16(8P23.3) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A20J TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A3PK 
       40.08         2.66        19.00         5.06         8.35         2.07 
TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S 
        9.99         8.98         1.94         0.43         0.69         0.13 
TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-DK-A1A3 TCGA-DK-A1A5 
       12.92         7.20         5.46         5.19         2.53         2.14 
TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I4 
       18.41       130.85       112.44         1.81        10.59       123.85 
TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ 
       87.29         2.20         3.98         7.82         8.22        10.49 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE 
       15.09        20.02         9.67         0.49         0.56         0.56 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N5 TCGA-FD-A3SJ 
       15.68         8.94         6.87         4.01         8.94        24.30 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FD-A43N 
       10.98         6.12         5.49         4.54        19.79         7.89 
TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EK 
       15.16         7.10         3.48         4.08        61.94         5.65 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC 
       20.12         0.82         4.50         1.38         1.02         2.50 
TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        1.08         7.69         2.10         3.12        20.98         6.38 
TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QH TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ 
        6.15         5.69         7.79         6.38         5.33         6.71 
TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        8.71         3.42         4.64         2.50         6.48         3.42 
TCGA-MV-A51V 
        3.68 

$`DEL PEAK 16(8P23.3) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20N TCGA-BT-A20O 
        7.33         6.74         6.58        11.93        32.84        12.16 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20X 
       17.85        19.46         5.06        14.89        14.93         8.25 
TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A47T 
        5.88         3.65         4.64        23.01         0.46         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A3YL 
        0.10         0.07         0.10         0.10         4.90         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF 
        1.84        31.40        19.00         8.91        16.14        17.62 
TCGA-DK-A1AG TCGA-DK-A2I2 TCGA-DK-A3IS TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
       15.62         7.76        50.27         8.28        10.55       131.15 
TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B3 
       41.03        17.98        43.59         0.10         0.53         8.81 
TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SN TCGA-FD-A3SQ TCGA-FD-A3SS 
       11.05        15.88        32.02         6.81        46.78         1.94 
TCGA-FD-A43U TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES 
        6.84         3.22        30.61        26.93        35.24        17.26 
TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GU-A42Q TCGA-GU-A42R 
        7.04         2.86         2.24         1.32         7.56         3.22 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A3QK TCGA-H4-A2HO 
        4.37         6.41         7.63         4.11         6.64         1.51 

  DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE 
                         0.13                          0.07 
  DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE 
                       130.85                        131.15 
  DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE 
                        6.150                         7.695 
[1] "0.1 - 130.8 (6.2)" "0.1 - 131.2 (7.7)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 16(8P23.3) MUTATED" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 16(8P23.3) WILD-TYPE" "DEL PEAK 16(8P23.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 16(8P23.3) WILD-TYPE"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 16(8P23.3) MUTATED"   "DEL PEAK 16(8P23.3) MUTATED" 
                   TCGA-MV-A51V 
  "DEL PEAK 16(8P23.3) MUTATED" 
[1] "hr=" "1.2"
D45V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 16(8P23.3) MUTATED         2       27        22       28
  DEL PEAK 16(8P23.3) WILD-TYPE       0       22        27       20
D45V3, multiclass
           clus
vv          DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE
  STAGE I                             2                             0
  STAGE II                           27                            22
  STAGE III                          22                            27
  STAGE IV                           28                            20
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK 16(8P23.3) MUTATED         25 32 12
  DEL PEAK 16(8P23.3) WILD-TYPE       19 37 10
D45V4, multiclass
          clus
vv         DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE
  T0+T1+T2                          25                            19
  T3                                32                            37
  T4                                12                            10
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK 16(8P23.3) MUTATED   43  8 16  3
  DEL PEAK 16(8P23.3) WILD-TYPE 48  6 11  2
D45V5, multiclass
    clus
vv   DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE
  N0                          43                            48
  N1                           8                             6
  N2                          16                            11
  N3                           3                             2
                               vv
clus                            M0 M1 MX
  DEL PEAK 16(8P23.3) MUTATED   42  5 33
  DEL PEAK 16(8P23.3) WILD-TYPE 48  0 23
D45V6, multiclass
    clus
vv   DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE
  M0                          42                            48
  M1                           5                             0
  MX                          33                            23
D45V7, binary
                               cls
clus                             0  1
  DEL PEAK 16(8P23.3) MUTATED   16 65
  DEL PEAK 16(8P23.3) WILD-TYPE 20 51
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 16(8P23.3) MUTATED     16   65
  DEL PEAK 16(8P23.3) WILD-TYPE   20   51
        clus
vv       DEL PEAK 16(8P23.3) MUTATED DEL PEAK 16(8P23.3) WILD-TYPE
  FEMALE                          16                            20
  MALE                            65                            51
D45V8, continuous
D45V9, continuous
D45V10, continuous

Clustering(46) Variable = DEL PEAK 17(8P12) MUTATION ANALYSIS
D46V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 17(8P12) MUTATED   55 14
  DEL PEAK 17(8P12) WILD-TYPE 48 28
  DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE 
                         69                          76 
  DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE 
                         14                          28 
$`DEL PEAK 17(8P12) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A20J TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LD 
       40.08         2.66        19.00         5.06         8.35         3.65 
TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CF-A27C 
        2.07         9.99         8.98         1.94         0.43         0.69 
TCGA-CF-A47S TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-DK-A1A3 
        0.13        12.92         7.20         5.46         8.09         2.53 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 
      130.85       112.44         1.81        10.59       123.85        87.29 
TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IV TCGA-E7-A4IJ 
        3.98         7.82         8.22        15.09         9.67         0.49 
TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 
        0.56         0.56        15.68         8.94         6.87         4.01 
TCGA-FD-A3N5 TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A43N 
        8.94        10.98         6.12         6.81         5.49         7.89 
TCGA-FJ-A3Z7 TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2EK TCGA-G2-A3IE TCGA-G2-A3VY 
       15.16         4.08        61.94         5.65        20.12         0.82 
TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GD-A3OP TCGA-GD-A3OQ 
        4.50         1.38         1.02         2.50         2.10         3.12 
TCGA-GU-A42P TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH 
        6.38         6.41         6.15         5.69         7.63         7.79 
TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB 
        6.38         5.33         6.71         8.71         3.42         2.50 
TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        6.48         3.42         3.68 

$`DEL PEAK 17(8P12) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20N TCGA-BT-A20O 
        7.33         6.74         6.58        11.93        32.84        12.16 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20X 
       17.85        19.46         5.06        14.89        14.93         8.25 
TCGA-BT-A2LA TCGA-BT-A3PH TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A47T TCGA-CF-A47V 
        5.88         4.64        23.01         0.46         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A5W6 
        0.07         0.10         0.10         4.90         5.19         1.84 
TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE 
        2.14        31.40        18.41        19.00         8.91        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I2 TCGA-DK-A3IK TCGA-DK-A3IQ TCGA-DK-A3IS 
       17.62        15.62         7.76         2.20        10.49        50.27 
TCGA-DK-A3IU TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 
       20.02         8.28        10.55       131.15        41.03        17.98 
TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B8 TCGA-FD-A3N6 
       43.59         0.10         0.53         8.81        11.05        15.88 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS 
       32.02        24.30         4.54        46.78        19.79         1.94 
TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EL 
        6.84         7.10         3.48         3.22        30.61        26.93 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO 
       35.24        17.26         7.04         2.86         2.24         1.32 
TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV 
        1.08         7.69        20.98         7.56         3.22         4.37 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-H4-A2HO TCGA-K4-A3WV 
        4.11         6.64         1.51         4.64 

  DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE 
                       0.13                        0.07 
  DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE 
                     130.85                      131.15 
  DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE 
                      6.380                       7.725 
[1] "0.1 - 130.8 (6.4)" "0.1 - 131.2 (7.7)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 17(8P12) MUTATED" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 17(8P12) WILD-TYPE" "DEL PEAK 17(8P12) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
"DEL PEAK 17(8P12) WILD-TYPE"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
  "DEL PEAK 17(8P12) MUTATED"   "DEL PEAK 17(8P12) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 17(8P12) MUTATED" 
[1] "hr=" "1.2"
D46V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 17(8P12) MUTATED         1       25        21       23
  DEL PEAK 17(8P12) WILD-TYPE       1       24        28       25
D46V3, multiclass
           clus
vv          DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE
  STAGE I                           1                           1
  STAGE II                         25                          24
  STAGE III                        21                          28
  STAGE IV                         23                          25
                             vv
clus                          T0+T1+T2 T3 T4
  DEL PEAK 17(8P12) MUTATED         21 29 12
  DEL PEAK 17(8P12) WILD-TYPE       23 40 10
D46V4, multiclass
          clus
vv         DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE
  T0+T1+T2                        21                          23
  T3                              29                          40
  T4                              12                          10
                             vv
clus                          N0 N1 N2 N3
  DEL PEAK 17(8P12) MUTATED   40  7 12  2
  DEL PEAK 17(8P12) WILD-TYPE 51  7 15  3
D46V5, multiclass
    clus
vv   DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE
  N0                        40                          51
  N1                         7                           7
  N2                        12                          15
  N3                         2                           3
                             vv
clus                          M0 M1 MX
  DEL PEAK 17(8P12) MUTATED   38  4 29
  DEL PEAK 17(8P12) WILD-TYPE 52  1 27
D46V6, multiclass
    clus
vv   DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE
  M0                        38                          52
  M1                         4                           1
  MX                        29                          27
D46V7, binary
                             cls
clus                           0  1
  DEL PEAK 17(8P12) MUTATED   13 59
  DEL PEAK 17(8P12) WILD-TYPE 23 57
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 17(8P12) MUTATED     13   59
  DEL PEAK 17(8P12) WILD-TYPE   23   57
        clus
vv       DEL PEAK 17(8P12) MUTATED DEL PEAK 17(8P12) WILD-TYPE
  FEMALE                        13                          23
  MALE                          59                          57
D46V8, continuous
D46V9, continuous
D46V10, continuous

Clustering(47) Variable = DEL PEAK 18(9P23) MUTATION ANALYSIS
D47V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 18(9P23) MUTATED   44 18
  DEL PEAK 18(9P23) WILD-TYPE 59 24
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                         62                          83 
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                         18                          24 
$`DEL PEAK 18(9P23) MUTATED`
TCGA-BL-A0C8 TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20Q TCGA-BT-A20T 
       40.08        11.93        19.00        32.84        19.46        14.89 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F0 
        8.35         8.25         5.88         2.07         9.99         1.94 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47X TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3YL 
        0.46         0.69         0.10         4.90         5.46         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AF TCGA-DK-A1AG 
        1.84         2.53        19.00         8.91        17.62        15.62 
TCGA-DK-A2I1 TCGA-DK-A3IK TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT 
       10.59         2.20         8.22        10.49        50.27        15.09 
TCGA-DK-A3WX TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A541 TCGA-E7-A5KE 
       10.55        41.03        17.98        43.59         0.56         0.56 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SQ TCGA-FD-A3SR 
       15.68         8.94         6.12         6.81        46.78        19.79 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3ZE TCGA-G2-A2EJ TCGA-G2-A2EO TCGA-G2-A3IB 
        1.94         7.89         3.48        30.61        35.24         7.04 
TCGA-G2-A3VY TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q 
        0.82         1.02         1.08         3.12        20.98         7.56 
TCGA-GV-A3JW TCGA-GV-A3QH TCGA-GV-A3QK TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU 
        6.41         7.79         6.64         6.71         8.71         3.42 
TCGA-K4-A3WV TCGA-K4-A4AB 
        4.64         2.50 

$`DEL PEAK 18(9P23) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A20O TCGA-BT-A20P 
        7.33         2.66         6.74         6.58        12.16        17.85 
TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A2LD TCGA-BT-A3PH TCGA-C4-A0EZ 
        5.06        14.93         5.06         3.65         4.64         8.98 
TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
       23.01         0.43         0.13         0.07         0.10         0.07 
TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3QU TCGA-DK-A1A5 TCGA-DK-A1A6 
        0.10        12.92         7.20         5.19         2.14        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A2HX TCGA-DK-A2I2 
       18.41       130.85       112.44        16.14         1.81         7.76 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IU TCGA-DK-A3IV 
      123.85        87.29         3.98         7.82        20.02         9.67 
TCGA-DK-A3WW TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-FD-A3B3 
        8.28       131.15         0.10         0.49         0.53         8.81 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA 
        6.87         4.01        11.05         8.94        15.88        32.02 
TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A43U TCGA-FJ-A3Z7 
       24.30        10.98         5.49         4.54         6.84        15.16 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EK TCGA-G2-A2EL 
        7.10         4.08         3.22        61.94         5.65        26.93 
TCGA-G2-A2ES TCGA-G2-A3IE TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB 
       17.26        20.12         2.86         2.24         1.32         4.50 
TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42P TCGA-GU-A42R 
        1.38         2.50         7.69         2.10         6.38         3.22 
TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A40E 
        4.37         6.15         5.69         7.63         4.11         6.38 
TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        5.33         1.51         6.48         3.42         3.68 

  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                       0.10                        0.07 
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                      50.27                      131.15 
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                       7.99                        6.38 
[1] "0.1 - 50.3 (8.0)"  "0.1 - 131.2 (6.4)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-MV-A51V 
"DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-MV-A51V 
"DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-MV-A51V 
"DEL PEAK 18(9P23) WILD-TYPE" 
[1] "hr=" "1.2"
D47V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 18(9P23) MUTATED         1       20        23       21
  DEL PEAK 18(9P23) WILD-TYPE       1       29        26       27
D47V3, multiclass
           clus
vv          DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  STAGE I                           1                           1
  STAGE II                         20                          29
  STAGE III                        23                          26
  STAGE IV                         21                          27
                             vv
clus                          T0+T1+T2 T3 T4
  DEL PEAK 18(9P23) MUTATED         19 30 12
  DEL PEAK 18(9P23) WILD-TYPE       25 39 10
D47V4, multiclass
          clus
vv         DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  T0+T1+T2                        19                          25
  T3                              30                          39
  T4                              12                          10
                             vv
clus                          N0 N1 N2 N3
  DEL PEAK 18(9P23) MUTATED   40  5 12  2
  DEL PEAK 18(9P23) WILD-TYPE 51  9 15  3
D47V5, multiclass
    clus
vv   DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  N0                        40                          51
  N1                         5                           9
  N2                        12                          15
  N3                         2                           3
                             vv
clus                          M0 M1 MX
  DEL PEAK 18(9P23) MUTATED   40  3 24
  DEL PEAK 18(9P23) WILD-TYPE 50  2 32
D47V6, multiclass
    clus
vv   DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  M0                        40                          50
  M1                         3                           2
  MX                        24                          32
D47V7, binary
                             cls
clus                           0  1
  DEL PEAK 18(9P23) MUTATED   15 53
  DEL PEAK 18(9P23) WILD-TYPE 21 63
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 18(9P23) MUTATED     15   53
  DEL PEAK 18(9P23) WILD-TYPE   21   63
        clus
vv       DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  FEMALE                        15                          21
  MALE                          53                          63
D47V8, continuous
D47V9, continuous
D47V10, continuous

Clustering(48) Variable = DEL PEAK 19(9P21.3) MUTATION ANALYSIS
D48V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 19(9P21.3) MUTATED   56 26
  DEL PEAK 19(9P21.3) WILD-TYPE 47 16
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                           82                            63 
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                           26                            16 
$`DEL PEAK 19(9P21.3) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         2.66         6.58        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V 
       32.84        17.85        19.46        14.89        14.93         5.06 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0F0 TCGA-C4-A0F6 
        8.35         8.25         2.07         9.99         1.94        23.01 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47T TCGA-CF-A47X TCGA-CU-A0YO TCGA-CU-A3KJ 
        0.46         0.69         0.07         0.10         4.90         5.46 
TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1AA TCGA-DK-A1AB 
        8.09         1.84         2.53         2.14        19.00         8.91 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 TCGA-DK-A3IK TCGA-DK-A3IN 
       16.14        17.62        15.62        10.59         2.20         8.22 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3X1 
       10.49        50.27        15.09         8.28        10.55        41.03 
TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3N6 
       17.98        43.59         0.56         0.56         8.94        15.88 
TCGA-FD-A3NA TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
       32.02         6.12         6.81         4.54        46.78        19.79 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3ZE TCGA-G2-A2EF 
        1.94         7.89         6.84        15.16         3.48        61.94 
TCGA-G2-A2EO TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3RD 
       35.24         7.04        20.12         0.82         2.86         1.02 
TCGA-GC-A3YS TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JW 
        1.08         3.12        20.98         7.56         3.22         6.41 
TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HQ TCGA-K4-A3WS 
        7.63         7.79         6.64         6.38         6.71         8.71 
TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        3.42         4.64         2.50         6.48 

$`DEL PEAK 19(9P21.3) WILD-TYPE`
TCGA-BL-A3JM TCGA-BT-A20O TCGA-BT-A20R TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH 
        6.74        12.16         5.06         5.88         3.65         4.64 
TCGA-C4-A0EZ TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y 
        8.98         0.43         0.13         0.10         0.07         0.10 
TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3QU TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AC 
       12.92         7.20         5.19        31.40        18.41       130.85 
TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL 
      112.44         1.81         7.76       123.85        87.29         3.98 
TCGA-DK-A3IM TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4IJ 
        7.82        20.02         9.67       131.15         0.10         0.49 
TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 
        0.53         8.81        15.68         6.87         4.01        11.05 
TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SO TCGA-FJ-A3Z9 TCGA-FJ-A3ZF 
        8.94        24.30        10.98         5.49         7.10         4.08 
TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2ES TCGA-GC-A3I6 
        3.22        30.61         5.65        26.93        17.26         2.24 
TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OP 
        1.32         4.50         1.38         2.50         7.69         2.10 
TCGA-GU-A42P TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QI TCGA-GV-A40G 
        6.38         4.37         6.15         5.69         4.11         5.33 
TCGA-H4-A2HO TCGA-LT-A5Z6 TCGA-MV-A51V 
        1.51         3.42         3.68 

  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                         0.07                          0.07 
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                        61.94                        131.15 
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                         7.71                          5.69 
[1] "0.1 - 61.9 (7.7)"  "0.1 - 131.2 (5.7)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-MV-A51V 
"DEL PEAK 19(9P21.3) WILD-TYPE" 
[1] "hr=" "1.1"
D48V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 19(9P21.3) MUTATED         1       29        29       26
  DEL PEAK 19(9P21.3) WILD-TYPE       1       20        20       22
D48V3, multiclass
           clus
vv          DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  STAGE I                             1                             1
  STAGE II                           29                            20
  STAGE III                          29                            20
  STAGE IV                           26                            22
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK 19(9P21.3) MUTATED         25 37 16
  DEL PEAK 19(9P21.3) WILD-TYPE       19 32  6
D48V4, multiclass
          clus
vv         DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  T0+T1+T2                          25                            19
  T3                                37                            32
  T4                                16                             6
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK 19(9P21.3) MUTATED   52  5 17  2
  DEL PEAK 19(9P21.3) WILD-TYPE 39  9 10  3
D48V5, multiclass
    clus
vv   DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  N0                          52                            39
  N1                           5                             9
  N2                          17                            10
  N3                           2                             3
                               vv
clus                            M0 M1 MX
  DEL PEAK 19(9P21.3) MUTATED   50  3 34
  DEL PEAK 19(9P21.3) WILD-TYPE 40  2 22
D48V6, multiclass
    clus
vv   DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  M0                          50                            40
  M1                           3                             2
  MX                          34                            22
D48V7, binary
                               cls
clus                             0  1
  DEL PEAK 19(9P21.3) MUTATED   20 68
  DEL PEAK 19(9P21.3) WILD-TYPE 16 48
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 19(9P21.3) MUTATED     20   68
  DEL PEAK 19(9P21.3) WILD-TYPE   16   48
        clus
vv       DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  FEMALE                          20                            16
  MALE                            68                            48
D48V8, continuous
D48V9, continuous
D48V10, continuous

Clustering(49) Variable = DEL PEAK 20(9Q22.33) MUTATION ANALYSIS
D49V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 20(9Q22.33) MUTATED   36 19
  DEL PEAK 20(9Q22.33) WILD-TYPE 67 23
  DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE 
                            55                             90 
  DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE 
                            19                             23 
$`DEL PEAK 20(9Q22.33) MUTATED`
TCGA-BT-A0S7 TCGA-BT-A20N TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A2LD 
        6.58        32.84        17.85        19.46        14.89         3.65 
TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47V TCGA-CF-A47X 
       23.01         0.46         0.69         0.13         0.10         0.10 
TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 
        4.90         5.46         5.19         1.84         2.14        31.40 
TCGA-DK-A1AA TCGA-DK-A1AD TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A3IQ TCGA-DK-A3IS 
       19.00       112.44        17.62        15.62        10.49        50.27 
TCGA-DK-A3IT TCGA-DK-A3WX TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A541 TCGA-E7-A5KE 
       15.09        10.55        17.98        43.59         0.56         0.56 
TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3SM TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS 
        8.94         6.87         6.12        46.78        19.79         1.94 
TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A3IE 
        7.89        15.16         5.65        26.93        35.24        20.12 
TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3RD TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GV-A3JV 
        0.82         2.86         1.02         7.69         2.10         4.37 
TCGA-GV-A3JW TCGA-GV-A3QH TCGA-GV-A3QK TCGA-GV-A40G TCGA-K4-A3WU TCGA-K4-A3WV 
        6.41         7.79         6.64         5.33         3.42         4.64 
TCGA-K4-A4AB 
        2.50 

$`DEL PEAK 20(9Q22.33) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         2.66         6.74        11.93        19.00 
TCGA-BT-A20O TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X 
       12.16         5.06        14.93         5.06         8.35         8.25 
TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 
        5.88         4.64         2.07         9.99         8.98         1.94 
TCGA-CF-A1HS TCGA-CF-A47T TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YR 
        0.43         0.07         0.07         0.10        12.92         7.20 
TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE 
        8.09         2.53        18.41         8.91       130.85        16.14 
TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK 
        1.81        10.59         7.76       123.85        87.29         2.20 
TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW 
        3.98         7.82         8.22        20.02         9.67         8.28 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-FD-A3B3 
      131.15        41.03         0.10         0.49         0.53         8.81 
TCGA-FD-A3B4 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA 
       15.68         4.01        11.05         8.94        15.88        32.02 
TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A43U 
       24.30        10.98         6.81         5.49         4.54         6.84 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ 
        7.10         3.48         4.08         3.22        61.94        30.61 
TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC 
       17.26         7.04         2.24         1.32         4.50         1.38 
TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q 
        2.50         1.08         3.12        20.98         6.38         7.56 
TCGA-GU-A42R TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A40E 
        3.22         6.15         5.69         7.63         4.11         6.38 
TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        1.51         6.71         8.71         6.48         3.42         3.68 

  DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE 
                          0.10                           0.07 
  DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE 
                        112.44                         131.15 
  DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE 
                          6.64                           6.94 
[1] "0.1 - 112.4 (6.6)" "0.1 - 131.2 (6.9)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 20(9Q22.33) MUTATED" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 20(9Q22.33) WILD-TYPE"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 20(9Q22.33) MUTATED"   "DEL PEAK 20(9Q22.33) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 20(9Q22.33) WILD-TYPE" "DEL PEAK 20(9Q22.33) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK 20(9Q22.33) WILD-TYPE" 
[1] "hr=" "1.1"
D49V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 20(9Q22.33) MUTATED         0       20        17       20
  DEL PEAK 20(9Q22.33) WILD-TYPE       2       29        32       28
D49V3, multiclass
           clus
vv          DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            20                             29
  STAGE III                           17                             32
  STAGE IV                            20                             28
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 20(9Q22.33) MUTATED         20 26  9
  DEL PEAK 20(9Q22.33) WILD-TYPE       24 43 13
D49V4, multiclass
          clus
vv         DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE
  T0+T1+T2                           20                             24
  T3                                 26                             43
  T4                                  9                             13
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 20(9Q22.33) MUTATED   34  7 13  1
  DEL PEAK 20(9Q22.33) WILD-TYPE 57  7 14  4
D49V5, multiclass
    clus
vv   DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE
  N0                           34                             57
  N1                            7                              7
  N2                           13                             14
  N3                            1                              4
                                vv
clus                             M0 M1 MX
  DEL PEAK 20(9Q22.33) MUTATED   35  1 23
  DEL PEAK 20(9Q22.33) WILD-TYPE 55  4 33
D49V6, multiclass
    clus
vv   DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE
  M0                           35                             55
  M1                            1                              4
  MX                           23                             33
D49V7, binary
                                cls
clus                              0  1
  DEL PEAK 20(9Q22.33) MUTATED   12 48
  DEL PEAK 20(9Q22.33) WILD-TYPE 24 68
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 20(9Q22.33) MUTATED     12   48
  DEL PEAK 20(9Q22.33) WILD-TYPE   24   68
        clus
vv       DEL PEAK 20(9Q22.33) MUTATED DEL PEAK 20(9Q22.33) WILD-TYPE
  FEMALE                           12                             24
  MALE                             48                             68
D49V8, continuous
D49V9, continuous
D49V10, continuous

Clustering(50) Variable = DEL PEAK 21(10P11.22) MUTATION ANALYSIS
D50V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 21(10P11.22) MUTATED   24  8
  DEL PEAK 21(10P11.22) WILD-TYPE 79 34
  DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE 
                             32                             113 
  DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE 
                              8                              34 
$`DEL PEAK 21(10P11.22) MUTATED`
TCGA-BT-A20U TCGA-BT-A2LA TCGA-C4-A0F0 TCGA-CF-A27C TCGA-CU-A0YR TCGA-CU-A3KJ 
       14.93         5.88         1.94         0.69         7.20         5.46 
TCGA-CU-A5W6 TCGA-DK-A1AA TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A3IK TCGA-DK-A3IS 
        1.84        19.00         1.81         7.76         2.20        50.27 
TCGA-E5-A2PC TCGA-E7-A541 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B7 TCGA-FD-A3N5 
       43.59         0.56        15.68         8.94         4.01         8.94 
TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FJ-A3ZE TCGA-FJ-A3ZF 
       19.79         1.94         7.89        15.16         3.48         4.08 
TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GV-A40G 
       26.93         7.04         2.86         1.38         2.50         5.33 
TCGA-H4-A2HQ TCGA-MV-A51V 
        6.71         3.68 

$`DEL PEAK 21(10P11.22) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
       19.00        32.84        12.16        17.85        19.46         5.06 
TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LD TCGA-BT-A3PH 
       14.89         5.06         8.35         8.25         3.65         4.64 
TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS 
        2.07         9.99         8.98        23.01         0.46         0.43 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y 
        0.13         0.07         0.10         0.07         0.10         0.10 
TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A5 
       12.92         4.90         5.19         8.09         2.53         2.14 
TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE 
       31.40        18.41         8.91       130.85       112.44        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IL 
       17.62        15.62        10.59       123.85        87.29         3.98 
TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV 
        7.82         8.22        10.49        15.09        20.02         9.67 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A3Y1 
        8.28        10.55       131.15        41.03        17.98         0.10 
TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B6 TCGA-FD-A3B8 
        0.49         0.53         0.56         8.81         6.87        11.05 
TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN 
       15.88        32.02        24.30        10.98         6.12         6.81 
TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FT-A3EE 
        5.49         4.54        46.78         6.84         7.10         3.22 
TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE 
       61.94        30.61         5.65        35.24        17.26        20.12 
TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GC-A3YS 
        0.82         2.24         1.32         4.50         1.02         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q 
        7.69         2.10         3.12        20.98         6.38         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        3.22         4.37         6.41         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HO TCGA-K4-A3WS 
        7.79         4.11         6.64         6.38         1.51         8.71 
TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        3.42         4.64         2.50         6.48         3.42 

  DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE 
                           0.56                            0.07 
  DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE 
                          50.27                          131.15 
  DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE 
                           5.67                            7.10 
[1] "0.6 - 50.3 (5.7)"  "0.1 - 131.2 (7.1)"
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-MV-A51V 
  "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-MV-A51V 
  "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 21(10P11.22) MUTATED"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 21(10P11.22) MUTATED" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 21(10P11.22) WILD-TYPE"   "DEL PEAK 21(10P11.22) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"DEL PEAK 21(10P11.22) WILD-TYPE" "DEL PEAK 21(10P11.22) WILD-TYPE" 
                     TCGA-MV-A51V 
  "DEL PEAK 21(10P11.22) MUTATED" 
[1] "hr=" "1"  
D50V2, continuous
                                 vv
clus                              STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 21(10P11.22) MUTATED         0        9        11       11
  DEL PEAK 21(10P11.22) WILD-TYPE       2       40        38       37
D50V3, multiclass
           clus
vv          DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE
  STAGE I                               0                               2
  STAGE II                              9                              40
  STAGE III                            11                              38
  STAGE IV                             11                              37
                                 vv
clus                              T0+T1+T2 T3 T4
  DEL PEAK 21(10P11.22) MUTATED         10 12  5
  DEL PEAK 21(10P11.22) WILD-TYPE       34 57 17
D50V4, multiclass
          clus
vv         DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE
  T0+T1+T2                            10                              34
  T3                                  12                              57
  T4                                   5                              17
                                 vv
clus                              N0 N1 N2 N3
  DEL PEAK 21(10P11.22) MUTATED   20  2  5  3
  DEL PEAK 21(10P11.22) WILD-TYPE 71 12 22  2
D50V5, multiclass
    clus
vv   DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE
  N0                            20                              71
  N1                             2                              12
  N2                             5                              22
  N3                             3                               2
                                 vv
clus                              M0 M1 MX
  DEL PEAK 21(10P11.22) MUTATED   17  2 13
  DEL PEAK 21(10P11.22) WILD-TYPE 73  3 43
D50V6, multiclass
    clus
vv   DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE
  M0                            17                              73
  M1                             2                               3
  MX                            13                              43
D50V7, binary
                                 cls
clus                               0  1
  DEL PEAK 21(10P11.22) MUTATED    7 25
  DEL PEAK 21(10P11.22) WILD-TYPE 29 91
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 21(10P11.22) MUTATED      7   25
  DEL PEAK 21(10P11.22) WILD-TYPE   29   91
        clus
vv       DEL PEAK 21(10P11.22) MUTATED DEL PEAK 21(10P11.22) WILD-TYPE
  FEMALE                             7                              29
  MALE                              25                              91
D50V8, continuous
D50V9, continuous
D50V10, continuous

Clustering(51) Variable = DEL PEAK 22(10Q23.31) MUTATION ANALYSIS
D51V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 22(10Q23.31) MUTATED   45 18
  DEL PEAK 22(10Q23.31) WILD-TYPE 58 24
  DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE 
                             63                              82 
  DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE 
                             18                              24 
$`DEL PEAK 22(10Q23.31) MUTATED`
TCGA-BL-A0C8 TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20W 
       40.08        32.84         5.06        14.93         5.06         8.35 
TCGA-BT-A2LD TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CU-A0YO TCGA-CU-A3KJ 
        3.65         1.94        23.01         0.69         4.90         5.46 
TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AD TCGA-DK-A2HX 
        5.19         1.84         2.14        18.41       112.44         1.81 
TCGA-DK-A2I2 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN 
        7.76        87.29         2.20         3.98         7.82         8.22 
TCGA-DK-A3IS TCGA-DK-A3IV TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-FD-A3B6 
       50.27         9.67        43.59         0.49         0.56         6.87 
TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U 
        8.94        24.30        19.79         1.94         7.89         6.84 
TCGA-FJ-A3Z7 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A3IB 
       15.16         3.48         4.08         5.65        26.93         7.04 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC 
       20.12         0.82         2.86         1.38         1.02         2.50 
TCGA-GD-A3OP TCGA-GU-A42P TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        2.10         6.38         6.41         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU 
        7.79         4.11         5.33         6.71         8.71         3.42 
TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        6.48         3.42         3.68 

$`DEL PEAK 22(10Q23.31) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
        7.33         2.66         6.74         6.58        11.93        19.00 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20X TCGA-BT-A2LA 
       12.16        17.85        19.46        14.89         8.25         5.88 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-CF-A1HR TCGA-CF-A1HS 
        4.64         2.07         9.99         8.98         0.46         0.43 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y 
        0.13         0.07         0.10         0.07         0.10         0.10 
TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1AA 
       12.92         7.20         8.09         2.53        31.40        19.00 
TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 
        8.91       130.85        16.14        17.62        15.62        10.59 
TCGA-DK-A2I4 TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3WW TCGA-DK-A3WX 
      123.85        10.49        15.09        20.02         8.28        10.55 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE 
      131.15        41.03        17.98         0.10         0.53         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 
        8.81        15.68         8.94         4.01        11.05        15.88 
TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP 
       32.02        10.98         6.12         6.81         5.49         4.54 
TCGA-FD-A3SQ TCGA-FJ-A3Z9 TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EO 
       46.78         7.10         3.22        61.94        30.61        35.24 
TCGA-G2-A2ES TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3YS TCGA-GD-A2C5 
       17.26         2.24         1.32         4.50         1.08         7.69 
TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3QK 
        3.12        20.98         7.56         3.22         4.37         6.64 
TCGA-GV-A40E TCGA-H4-A2HO TCGA-K4-A3WV TCGA-K4-A4AB 
        6.38         1.51         4.64         2.50 

  DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE 
                           0.49                            0.07 
  DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE 
                         112.44                          131.15 
  DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE 
                           6.15                            7.89 
[1] "0.5 - 112.4 (6.2)" "0.1 - 131.2 (7.9)"
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-MV-A51V 
  "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-MV-A51V 
  "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
  "DEL PEAK 22(10Q23.31) MUTATED" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 22(10Q23.31) WILD-TYPE"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 22(10Q23.31) WILD-TYPE" "DEL PEAK 22(10Q23.31) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
  "DEL PEAK 22(10Q23.31) MUTATED"   "DEL PEAK 22(10Q23.31) MUTATED" 
                     TCGA-MV-A51V 
  "DEL PEAK 22(10Q23.31) MUTATED" 
[1] "hr=" "1.2"
D51V2, continuous
                                 vv
clus                              STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 22(10Q23.31) MUTATED         1       22        16       24
  DEL PEAK 22(10Q23.31) WILD-TYPE       1       27        33       24
D51V3, multiclass
           clus
vv          DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE
  STAGE I                               1                               1
  STAGE II                             22                              27
  STAGE III                            16                              33
  STAGE IV                             24                              24
                                 vv
clus                              T0+T1+T2 T3 T4
  DEL PEAK 22(10Q23.31) MUTATED         19 24 10
  DEL PEAK 22(10Q23.31) WILD-TYPE       25 45 12
D51V4, multiclass
          clus
vv         DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE
  T0+T1+T2                            19                              25
  T3                                  24                              45
  T4                                  10                              12
                                 vv
clus                              N0 N1 N2 N3
  DEL PEAK 22(10Q23.31) MUTATED   30  6 13  4
  DEL PEAK 22(10Q23.31) WILD-TYPE 61  8 14  1
D51V5, multiclass
    clus
vv   DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE
  N0                            30                              61
  N1                             6                               8
  N2                            13                              14
  N3                             4                               1
                                 vv
clus                              M0 M1 MX
  DEL PEAK 22(10Q23.31) MUTATED   34  2 27
  DEL PEAK 22(10Q23.31) WILD-TYPE 56  3 29
D51V6, multiclass
    clus
vv   DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE
  M0                            34                              56
  M1                             2                               3
  MX                            27                              29
D51V7, binary
                                 cls
clus                               0  1
  DEL PEAK 22(10Q23.31) MUTATED   14 50
  DEL PEAK 22(10Q23.31) WILD-TYPE 22 66
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 22(10Q23.31) MUTATED     14   50
  DEL PEAK 22(10Q23.31) WILD-TYPE   22   66
        clus
vv       DEL PEAK 22(10Q23.31) MUTATED DEL PEAK 22(10Q23.31) WILD-TYPE
  FEMALE                            14                              22
  MALE                              50                              66
D51V8, continuous
D51V9, continuous
D51V10, continuous

Clustering(52) Variable = DEL PEAK 23(11P15.5) MUTATION ANALYSIS
D52V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 23(11P15.5) MUTATED   46 22
  DEL PEAK 23(11P15.5) WILD-TYPE 57 20
  DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE 
                            68                             77 
  DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE 
                            22                             20 
$`DEL PEAK 23(11P15.5) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20T 
       40.08         2.66        19.00        32.84         5.06        14.89 
TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 
        5.06         8.35         4.64         2.07         8.98         1.94 
TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47X 
       23.01         0.46         0.43         0.69         0.13         0.10 
TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AB 
        7.20         5.46         1.84         2.14        18.41         8.91 
TCGA-DK-A1AD TCGA-DK-A1AF TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IK 
      112.44        17.62         1.81        10.59        87.29         2.20 
TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT 
        3.98         7.82         8.22        10.49        50.27        15.09 
TCGA-DK-A3X2 TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 TCGA-FD-A3B7 TCGA-FD-A3SJ 
       17.98         0.56         0.56         8.94         4.01        24.30 
TCGA-FD-A3SL TCGA-FD-A3SN TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z7 
       10.98         6.81        19.79         1.94         7.89        15.16 
TCGA-FJ-A3ZE TCGA-G2-A2EO TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GC-A3I6 
        3.48        35.24        20.12         0.82         2.86         2.24 
TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42Q TCGA-GU-A42R 
        1.02         1.08         7.69         2.10         7.56         3.22 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3QF TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ 
        4.37         6.41         7.63         6.38         5.33         6.71 
TCGA-K4-A3WS TCGA-K4-A3WV 
        8.71         4.64 

$`DEL PEAK 23(11P15.5) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P 
        7.33         6.74         6.58        11.93        12.16        17.85 
TCGA-BT-A20Q TCGA-BT-A20U TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A42E 
       19.46        14.93         8.25         5.88         3.65         9.99 
TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO 
        0.07         0.10         0.07         0.10        12.92         4.90 
TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AC 
        5.19         8.09         2.53        31.40        19.00       130.85 
TCGA-DK-A1AE TCGA-DK-A1AG TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IU TCGA-DK-A3IV 
       16.14        15.62         7.76       123.85        20.02         9.67 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A3Y1 
        8.28        10.55       131.15        41.03        43.59         0.10 
TCGA-E7-A4IJ TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B8 
        0.49         0.53         8.81        15.68         6.87        11.05 
TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP 
        8.94        15.88        32.02         6.12         5.49         4.54 
TCGA-FD-A3SQ TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF 
       46.78         6.84         7.10         4.08         3.22        61.94 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3OO 
       30.61         5.65        26.93        17.26         7.04         1.32 
TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P 
        4.50         1.38         2.50         3.12        20.98         6.38 
TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-H4-A2HO 
        6.15         5.69         7.79         4.11         6.64         1.51 
TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         2.50         6.48         3.42         3.68 

  DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE 
                          0.10                           0.07 
  DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE 
                        112.44                         131.15 
  DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE 
                          6.56                           7.04 
[1] "0.1 - 112.4 (6.6)" "0.1 - 131.2 (7.0)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 23(11P15.5) MUTATED"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 23(11P15.5) WILD-TYPE"   "DEL PEAK 23(11P15.5) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 23(11P15.5) MUTATED" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 23(11P15.5) WILD-TYPE" "DEL PEAK 23(11P15.5) WILD-TYPE" 
                    TCGA-MV-A51V 
"DEL PEAK 23(11P15.5) WILD-TYPE" 
[1] "hr=" "1.5"
D52V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 23(11P15.5) MUTATED         1       23        16       30
  DEL PEAK 23(11P15.5) WILD-TYPE       1       26        33       18
D52V3, multiclass
           clus
vv          DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE
  STAGE I                              1                              1
  STAGE II                            23                             26
  STAGE III                           16                             33
  STAGE IV                            30                             18
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 23(11P15.5) MUTATED         25 33 10
  DEL PEAK 23(11P15.5) WILD-TYPE       19 36 12
D52V4, multiclass
          clus
vv         DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE
  T0+T1+T2                           25                             19
  T3                                 33                             36
  T4                                 10                             12
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 23(11P15.5) MUTATED   37  7 19  2
  DEL PEAK 23(11P15.5) WILD-TYPE 54  7  8  3
D52V5, multiclass
    clus
vv   DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE
  N0                           37                             54
  N1                            7                              7
  N2                           19                              8
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  DEL PEAK 23(11P15.5) MUTATED   43  4 26
  DEL PEAK 23(11P15.5) WILD-TYPE 47  1 30
D52V6, multiclass
    clus
vv   DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE
  M0                           43                             47
  M1                            4                              1
  MX                           26                             30
D52V7, binary
                                cls
clus                              0  1
  DEL PEAK 23(11P15.5) MUTATED   17 57
  DEL PEAK 23(11P15.5) WILD-TYPE 19 59
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 23(11P15.5) MUTATED     17   57
  DEL PEAK 23(11P15.5) WILD-TYPE   19   59
        clus
vv       DEL PEAK 23(11P15.5) MUTATED DEL PEAK 23(11P15.5) WILD-TYPE
  FEMALE                           17                             19
  MALE                             57                             59
D52V8, continuous
D52V9, continuous
D52V10, continuous

Clustering(53) Variable = DEL PEAK 24(11Q25) MUTATION ANALYSIS
D53V1, survival
                              sevent
clus2                           0  1
  DEL PEAK 24(11Q25) MUTATED   33 13
  DEL PEAK 24(11Q25) WILD-TYPE 70 29
  DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE 
                          46                           99 
  DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE 
                          13                           29 
$`DEL PEAK 24(11Q25) MUTATED`
TCGA-BL-A0C8 TCGA-BT-A20J TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A42E 
       40.08        19.00         8.35         5.88         4.64         9.99 
TCGA-C4-A0EZ TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3KJ 
        8.98         0.43         0.69         0.10        12.92         5.46 
TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AB TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ 
        2.14        31.40         8.91         7.82         8.22        10.49 
TCGA-DK-A3IS TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B5 
       50.27        43.59         0.49         0.56         0.56         8.94 
TCGA-FD-A3B7 TCGA-FD-A3SJ TCGA-FD-A43N TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY 
        4.01        24.30         7.89        17.26         7.04         0.82 
TCGA-GC-A3BM TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42Q 
        2.86         1.02         1.08         7.69         2.10         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3QK TCGA-GV-A40E TCGA-GV-A40G 
        3.22         4.37         6.41         6.64         6.38         5.33 
TCGA-H4-A2HQ TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        6.71         4.64         2.50         6.48 

$`DEL PEAK 24(11Q25) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20N 
        7.33         2.66         6.74         6.58        11.93        32.84 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U 
       12.16        17.85        19.46         5.06        14.89        14.93 
TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A2LD TCGA-BT-A3PK TCGA-C4-A0F0 TCGA-C4-A0F6 
        5.06         8.25         3.65         2.07         1.94        23.01 
TCGA-CF-A1HR TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y 
        0.46         0.13         0.07         0.10         0.07         0.10 
TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 
        4.90         7.20         5.19         8.09         1.84         2.53 
TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF 
       18.41        19.00       130.85       112.44        16.14        17.62 
TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 
       15.62         1.81        10.59         7.76       123.85        87.29 
TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW 
        2.20         3.98        15.09        20.02         9.67         8.28 
TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4XJ 
       10.55       131.15        41.03        17.98         0.10         0.53 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
        8.81        15.68         6.87        11.05         8.94        15.88 
TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP 
       32.02        10.98         6.12         6.81         5.49         4.54 
TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 
       46.78        19.79         1.94         6.84        15.16         7.10 
TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK 
        3.48         4.08         3.22        61.94        30.61         5.65 
TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A3IE TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB 
       26.93        35.24        20.12         2.24         1.32         4.50 
TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GV-A3JX 
        1.38         2.50         3.12        20.98         6.38         6.15 
TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-H4-A2HO TCGA-K4-A3WS 
        5.69         7.63         7.79         4.11         1.51         8.71 
TCGA-K4-A3WU TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.42         3.68 

  DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE 
                        0.10                         0.07 
  DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE 
                       50.27                       131.15 
  DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE 
                       6.445                        7.200 
[1] "0.1 - 50.3 (6.4)"  "0.1 - 131.2 (7.2)"
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 24(11Q25) WILD-TYPE"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 24(11Q25) WILD-TYPE" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
  "DEL PEAK 24(11Q25) MUTATED"   "DEL PEAK 24(11Q25) MUTATED" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
  "DEL PEAK 24(11Q25) MUTATED" "DEL PEAK 24(11Q25) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 24(11Q25) WILD-TYPE" 
[1] "hr=" "1.4"
D53V2, continuous
                              vv
clus                           STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 24(11Q25) MUTATED         1       19        13       13
  DEL PEAK 24(11Q25) WILD-TYPE       1       30        36       35
D53V3, multiclass
           clus
vv          DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE
  STAGE I                            1                            1
  STAGE II                          19                           30
  STAGE III                         13                           36
  STAGE IV                          13                           35
                              vv
clus                           T0+T1+T2 T3 T4
  DEL PEAK 24(11Q25) MUTATED         20 19  5
  DEL PEAK 24(11Q25) WILD-TYPE       24 50 17
D53V4, multiclass
          clus
vv         DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE
  T0+T1+T2                         20                           24
  T3                               19                           50
  T4                                5                           17
                              vv
clus                           N0 N1 N2 N3
  DEL PEAK 24(11Q25) MUTATED   28  6  6  0
  DEL PEAK 24(11Q25) WILD-TYPE 63  8 21  5
D53V5, multiclass
    clus
vv   DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE
  N0                         28                           63
  N1                          6                            8
  N2                          6                           21
  N3                          0                            5
                              vv
clus                           M0 M1 MX
  DEL PEAK 24(11Q25) MUTATED   25  2 21
  DEL PEAK 24(11Q25) WILD-TYPE 65  3 35
D53V6, multiclass
    clus
vv   DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE
  M0                         25                           65
  M1                          2                            3
  MX                         21                           35
D53V7, binary
                              cls
clus                            0  1
  DEL PEAK 24(11Q25) MUTATED   11 38
  DEL PEAK 24(11Q25) WILD-TYPE 25 78
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 24(11Q25) MUTATED     11   38
  DEL PEAK 24(11Q25) WILD-TYPE   25   78
        clus
vv       DEL PEAK 24(11Q25) MUTATED DEL PEAK 24(11Q25) WILD-TYPE
  FEMALE                         11                           25
  MALE                           38                           78
D53V8, continuous
D53V9, continuous
D53V10, continuous

Clustering(54) Variable = DEL PEAK 25(13Q14.2) MUTATION ANALYSIS
D54V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 25(13Q14.2) MUTATED   37 22
  DEL PEAK 25(13Q14.2) WILD-TYPE 66 20
  DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE 
                            59                             86 
  DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE 
                            22                             20 
$`DEL PEAK 25(13Q14.2) MUTATED`
TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20V 
        2.66         6.74        32.84         5.06        14.89         5.06 
TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ 
        8.25         5.88         4.64         2.07         9.99         8.98 
TCGA-C4-A0F0 TCGA-CF-A1HS TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A7 
        1.94         0.43         5.19         1.84         2.53        18.41 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A2I4 
      130.85       112.44        16.14         1.81         7.76       123.85 
TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IV 
       87.29         2.20         7.82         8.22        10.49         9.67 
TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 
       17.98        43.59         0.49         0.56         0.56         8.81 
TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3N5 TCGA-FD-A3SJ TCGA-FD-A3SN 
        8.94         6.87         4.01         8.94        24.30         6.81 
TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FJ-A3ZF TCGA-G2-A2EO TCGA-G2-A2ES 
       46.78        19.79         1.94         4.08        35.24        17.26 
TCGA-GC-A3BM TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GV-A3JW 
        2.86         1.32         4.50         1.08         2.10         6.41 
TCGA-GV-A3JX TCGA-GV-A3QI TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        6.15         4.11         6.48         3.42         3.68 

$`DEL PEAK 25(13Q14.2) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20O 
       40.08         7.33         6.58        11.93        19.00        12.16 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20U TCGA-BT-A20W TCGA-BT-A2LD TCGA-C4-A0F6 
       17.85        19.46        14.93         8.35         3.65        23.01 
TCGA-CF-A1HR TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.46         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ 
        0.10         0.10        12.92         4.90         7.20         5.46 
TCGA-CU-A3YL TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AF 
        8.09         2.14        31.40        19.00         8.91        17.62 
TCGA-DK-A1AG TCGA-DK-A2I1 TCGA-DK-A3IL TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU 
       15.62        10.59         3.98        50.27        15.09        20.02 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E7-A3Y1 TCGA-E7-A4XJ 
        8.28        10.55       131.15        41.03         0.10         0.53 
TCGA-FD-A3B4 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM 
       15.68        11.05        15.88        32.02        10.98         6.12 
TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 
        5.49         4.54         7.89         6.84        15.16         7.10 
TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
        3.48         3.22        61.94        30.61         5.65        26.93 
TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3RC TCGA-GC-A3RD 
        7.04        20.12         0.82         2.24         1.38         1.02 
TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42Q 
        2.50         7.69         3.12        20.98         6.38         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QK 
        3.22         4.37         5.69         7.63         7.79         6.64 
TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU 
        6.38         5.33         1.51         6.71         8.71         3.42 
TCGA-K4-A3WV TCGA-K4-A4AB 
        4.64         2.50 

  DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE 
                          0.43                           0.07 
  DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE 
                        130.85                         131.15 
  DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE 
                          6.48                           7.15 
[1] "0.4 - 130.8 (6.5)" "0.1 - 131.2 (7.2)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 25(13Q14.2) WILD-TYPE"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 25(13Q14.2) MUTATED" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 25(13Q14.2) WILD-TYPE" "DEL PEAK 25(13Q14.2) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 25(13Q14.2) MUTATED"   "DEL PEAK 25(13Q14.2) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 25(13Q14.2) MUTATED" 
[1] "hr=" "1.6"
D54V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 25(13Q14.2) MUTATED         0       15        19       25
  DEL PEAK 25(13Q14.2) WILD-TYPE       2       34        30       23
D54V3, multiclass
           clus
vv          DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            15                             34
  STAGE III                           19                             30
  STAGE IV                            25                             23
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 25(13Q14.2) MUTATED         18 32  8
  DEL PEAK 25(13Q14.2) WILD-TYPE       26 37 14
D54V4, multiclass
          clus
vv         DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE
  T0+T1+T2                           18                             26
  T3                                 32                             37
  T4                                  8                             14
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 25(13Q14.2) MUTATED   31  8 15  2
  DEL PEAK 25(13Q14.2) WILD-TYPE 60  6 12  3
D54V5, multiclass
    clus
vv   DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE
  N0                           31                             60
  N1                            8                              6
  N2                           15                             12
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  DEL PEAK 25(13Q14.2) MUTATED   37  1 23
  DEL PEAK 25(13Q14.2) WILD-TYPE 53  4 33
D54V6, multiclass
    clus
vv   DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE
  M0                           37                             53
  M1                            1                              4
  MX                           23                             33
D54V7, binary
                                cls
clus                              0  1
  DEL PEAK 25(13Q14.2) MUTATED   11 50
  DEL PEAK 25(13Q14.2) WILD-TYPE 25 66
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 25(13Q14.2) MUTATED     11   50
  DEL PEAK 25(13Q14.2) WILD-TYPE   25   66
        clus
vv       DEL PEAK 25(13Q14.2) MUTATED DEL PEAK 25(13Q14.2) WILD-TYPE
  FEMALE                           11                             25
  MALE                             50                             66
D54V8, continuous
D54V9, continuous
D54V10, continuous

Clustering(55) Variable = DEL PEAK 26(14Q12) MUTATION ANALYSIS
D55V1, survival
                              sevent
clus2                           0  1
  DEL PEAK 26(14Q12) MUTATED   31 12
  DEL PEAK 26(14Q12) WILD-TYPE 72 30
  DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE 
                          43                          102 
  DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE 
                          12                           30 
$`DEL PEAK 26(14Q12) MUTATED`
TCGA-BT-A20J TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E 
       19.00        14.89         5.06         3.65         2.07         9.99 
TCGA-CF-A1HR TCGA-CF-A47X TCGA-CU-A0YO TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 
        0.46         0.10         4.90         5.19         1.84         2.53 
TCGA-DK-A1A5 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IK 
        2.14       130.85       112.44        10.59        87.29         2.20 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A4IJ TCGA-E7-A5KE 
       10.49        50.27        41.03        17.98         0.49         0.56 
TCGA-FD-A3B5 TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A43U TCGA-FJ-A3Z7 
        8.94         4.54        46.78        19.79         6.84        15.16 
TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RB TCGA-GC-A3RD 
        4.08        61.94        20.12         0.82         4.50         1.02 
TCGA-GU-A42Q TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QK TCGA-GV-A40E TCGA-H4-A2HQ 
        7.56         5.69         7.63         6.64         6.38         6.71 
TCGA-K4-A3WU 
        3.42 

$`DEL PEAK 26(14Q12) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U 
       32.84        12.16        17.85        19.46         5.06        14.93 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PH TCGA-C4-A0EZ TCGA-C4-A0F0 
        8.35         8.25         5.88         4.64         8.98         1.94 
TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
       23.01         0.43         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL 
        0.07         0.10        12.92         7.20         5.46         8.09 
TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF 
       31.40        18.41        19.00         8.91        16.14        17.62 
TCGA-DK-A1AG TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IL TCGA-DK-A3IM 
       15.62         1.81         7.76       123.85         3.98         7.82 
TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX 
        8.22        15.09        20.02         9.67         8.28        10.55 
TCGA-DK-A3WY TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A541 TCGA-FD-A3B3 
      131.15        43.59         0.10         0.53         0.56         8.81 
TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
       15.68         6.87         4.01        11.05         8.94        15.88 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
       32.02        24.30        10.98         6.12         6.81         5.49 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ 
        1.94         7.89         7.10         3.48         3.22        30.61 
TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3BM 
        5.65        26.93        35.24        17.26         7.04         2.86 
TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GC-A3YS TCGA-GD-A2C5 
        2.24         1.32         1.38         2.50         1.08         7.69 
TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JV 
        2.10         3.12        20.98         6.38         3.22         4.37 
TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40G TCGA-H4-A2HO 
        6.41         6.15         7.79         4.11         5.33         1.51 
TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 TCGA-MV-A51V 
        8.71         4.64         2.50         6.48         3.42         3.68 

  DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE 
                        0.10                         0.07 
  DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE 
                      130.85                       131.15 
  DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE 
                        6.64                         7.07 
[1] "0.1 - 130.8 (6.6)" "0.1 - 131.2 (7.1)"
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "DEL PEAK 26(14Q12) MUTATED"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 26(14Q12) MUTATED" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 26(14Q12) WILD-TYPE"   "DEL PEAK 26(14Q12) MUTATED" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"DEL PEAK 26(14Q12) WILD-TYPE" "DEL PEAK 26(14Q12) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 26(14Q12) WILD-TYPE" 
[1] "hr=" "1.2"
D55V2, continuous
                              vv
clus                           STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 26(14Q12) MUTATED         0       13        11       19
  DEL PEAK 26(14Q12) WILD-TYPE       2       36        38       29
D55V3, multiclass
           clus
vv          DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE
  STAGE I                            0                            2
  STAGE II                          13                           36
  STAGE III                         11                           38
  STAGE IV                          19                           29
                              vv
clus                           T0+T1+T2 T3 T4
  DEL PEAK 26(14Q12) MUTATED         13 18  8
  DEL PEAK 26(14Q12) WILD-TYPE       31 51 14
D55V4, multiclass
          clus
vv         DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE
  T0+T1+T2                         13                           31
  T3                               18                           51
  T4                                8                           14
                              vv
clus                           N0 N1 N2 N3
  DEL PEAK 26(14Q12) MUTATED   21  5 13  1
  DEL PEAK 26(14Q12) WILD-TYPE 70  9 14  4
D55V5, multiclass
    clus
vv   DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE
  N0                         21                           70
  N1                          5                            9
  N2                         13                           14
  N3                          1                            4
                              vv
clus                           M0 M1 MX
  DEL PEAK 26(14Q12) MUTATED   28  1 15
  DEL PEAK 26(14Q12) WILD-TYPE 62  4 41
D55V6, multiclass
    clus
vv   DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE
  M0                         28                           62
  M1                          1                            4
  MX                         15                           41
D55V7, binary
                              cls
clus                            0  1
  DEL PEAK 26(14Q12) MUTATED    8 37
  DEL PEAK 26(14Q12) WILD-TYPE 28 79
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 26(14Q12) MUTATED      8   37
  DEL PEAK 26(14Q12) WILD-TYPE   28   79
        clus
vv       DEL PEAK 26(14Q12) MUTATED DEL PEAK 26(14Q12) WILD-TYPE
  FEMALE                          8                           28
  MALE                           37                           79
D55V8, continuous
D55V9, continuous
D55V10, continuous

Clustering(56) Variable = DEL PEAK 27(14Q24.1) MUTATION ANALYSIS
D56V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 27(14Q24.1) MUTATED   32 12
  DEL PEAK 27(14Q24.1) WILD-TYPE 71 30
  DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE 
                            44                            101 
  DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE 
                            12                             30 
$`DEL PEAK 27(14Q24.1) MUTATED`
TCGA-BT-A20J TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A3PK TCGA-CF-A1HR 
       19.00        14.89         5.06         8.35         2.07         0.46 
TCGA-CF-A1HS TCGA-CF-A47X TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A5W6 
        0.43         0.10         4.90         7.20         5.19         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2I1 
        2.53         2.14        18.41       130.85       112.44        10.59 
TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3X1 TCGA-E7-A4IJ TCGA-FD-A3SJ TCGA-FD-A3SN 
       10.49        50.27        41.03         0.49        24.30         6.81 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 
        4.54        46.78        19.79         7.89         6.84        15.16 
TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RD TCGA-GU-A42Q 
        4.08        61.94        20.12         0.82         1.02         7.56 
TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ 
        5.69         7.63         4.11         6.38         5.33         6.71 
TCGA-K4-A3WU TCGA-MV-A51V 
        3.42         3.68 

$`DEL PEAK 27(14Q24.1) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U 
       32.84        12.16        17.85        19.46         5.06        14.93 
TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0EZ 
        8.25         5.88         3.65         4.64         9.99         8.98 
TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
        1.94        23.01         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-DK-A1A6 
        0.07         0.10        12.92         5.46         8.09        31.40 
TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX 
       19.00         8.91        16.14        17.62        15.62         1.81 
TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM 
        7.76       123.85        87.29         2.20         3.98         7.82 
TCGA-DK-A3IN TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX 
        8.22        15.09        20.02         9.67         8.28        10.55 
TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A541 
      131.15        17.98        43.59         0.10         0.53         0.56 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B7 
        0.56         8.81        15.68         8.94         6.87         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SL TCGA-FD-A3SM 
       11.05         8.94        15.88        32.02        10.98         6.12 
TCGA-FD-A3SO TCGA-FD-A3SS TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ 
        5.49         1.94         7.10         3.48         3.22        30.61 
TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3BM 
        5.65        26.93        35.24        17.26         7.04         2.86 
TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GC-A3YS 
        2.24         1.32         4.50         1.38         2.50         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42P TCGA-GU-A42R 
        7.69         2.10         3.12        20.98         6.38         3.22 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3QH TCGA-GV-A3QK TCGA-H4-A2HO 
        4.37         6.41         6.15         7.79         6.64         1.51 
TCGA-K4-A3WS TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        8.71         4.64         2.50         6.48         3.42 

  DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE 
                          0.10                           0.07 
  DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE 
                        130.85                         131.15 
  DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE 
                          6.76                           7.04 
[1] "0.1 - 130.8 (6.8)" "0.1 - 131.2 (7.0)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-MV-A51V 
  "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-MV-A51V 
  "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 27(14Q24.1) MUTATED" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 27(14Q24.1) MUTATED"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 27(14Q24.1) WILD-TYPE"   "DEL PEAK 27(14Q24.1) MUTATED" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 27(14Q24.1) WILD-TYPE" "DEL PEAK 27(14Q24.1) WILD-TYPE" 
                    TCGA-MV-A51V 
  "DEL PEAK 27(14Q24.1) MUTATED" 
[1] "hr=" "1.2"
D56V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 27(14Q24.1) MUTATED         0       14        12       17
  DEL PEAK 27(14Q24.1) WILD-TYPE       2       35        37       31
D56V3, multiclass
           clus
vv          DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            14                             35
  STAGE III                           12                             37
  STAGE IV                            17                             31
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 27(14Q24.1) MUTATED         14 19  7
  DEL PEAK 27(14Q24.1) WILD-TYPE       30 50 15
D56V4, multiclass
          clus
vv         DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE
  T0+T1+T2                           14                             30
  T3                                 19                             50
  T4                                  7                             15
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 27(14Q24.1) MUTATED   25  2 13  1
  DEL PEAK 27(14Q24.1) WILD-TYPE 66 12 14  4
D56V5, multiclass
    clus
vv   DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE
  N0                           25                             66
  N1                            2                             12
  N2                           13                             14
  N3                            1                              4
                                vv
clus                             M0 M1 MX
  DEL PEAK 27(14Q24.1) MUTATED   25  1 19
  DEL PEAK 27(14Q24.1) WILD-TYPE 65  4 37
D56V6, multiclass
    clus
vv   DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE
  M0                           25                             65
  M1                            1                              4
  MX                           19                             37
D56V7, binary
                                cls
clus                              0  1
  DEL PEAK 27(14Q24.1) MUTATED    7 39
  DEL PEAK 27(14Q24.1) WILD-TYPE 29 77
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 27(14Q24.1) MUTATED      7   39
  DEL PEAK 27(14Q24.1) WILD-TYPE   29   77
        clus
vv       DEL PEAK 27(14Q24.1) MUTATED DEL PEAK 27(14Q24.1) WILD-TYPE
  FEMALE                            7                             29
  MALE                             39                             77
D56V8, continuous
D56V9, continuous
D56V10, continuous

Clustering(57) Variable = DEL PEAK 28(15Q13.1) MUTATION ANALYSIS
D57V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 28(15Q13.1) MUTATED   43 13
  DEL PEAK 28(15Q13.1) WILD-TYPE 60 29
  DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE 
                            56                             89 
  DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE 
                            13                             29 
$`DEL PEAK 28(15Q13.1) MUTATED`
TCGA-BL-A0C8 TCGA-BT-A0S7 TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20W TCGA-BT-A20X 
       40.08         6.58        19.00        32.84         8.35         8.25 
TCGA-BT-A2LD TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A47X TCGA-CU-A0YR 
        3.65         9.99         8.98         1.94         0.10         7.20 
TCGA-CU-A3QU TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I2 
        5.19        31.40        18.41       112.44         1.81         7.76 
TCGA-DK-A2I4 TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ 
      123.85         7.82         8.22        17.98        43.59         0.49 
TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3N5 TCGA-FD-A3NA TCGA-FD-A3SJ 
        0.56         0.56         8.81         8.94        32.02        24.30 
TCGA-FD-A3SN TCGA-FD-A3SP TCGA-FD-A43N TCGA-FJ-A3Z7 TCGA-FJ-A3ZF TCGA-G2-A2EF 
        6.81         4.54         7.89        15.16         4.08        61.94 
TCGA-G2-A2EL TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RD 
       26.93        20.12         0.82         1.32         4.50         1.02 
TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GU-A42P TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3QF 
        1.08         2.10         6.38         6.41         6.15         7.63 
TCGA-GV-A3QH TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A4AB 
        7.79         6.38         5.33         6.71         8.71         2.50 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`DEL PEAK 28(15Q13.1) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20P 
        7.33         2.66         6.74        11.93        12.16        17.85 
TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A2LA 
       19.46         5.06        14.89        14.93         5.06         5.88 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C 
        4.64         2.07        23.01         0.46         0.43         0.69 
TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN 
        0.13         0.07         0.10         0.07         0.10        12.92 
TCGA-CU-A0YO TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 
        4.90         5.46         8.09         1.84         2.53         2.14 
TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
       19.00         8.91       130.85        16.14        17.62        15.62 
TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IQ TCGA-DK-A3IS 
       10.59        87.29         2.20         3.98        10.49        50.27 
TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY 
       15.09        20.02         9.67         8.28        10.55       131.15 
TCGA-DK-A3X1 TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B6 
       41.03         0.10         0.53        15.68         8.94         6.87 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO 
        4.01        11.05        15.88        10.98         6.12         5.49 
TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE 
       46.78        19.79         1.94         6.84         7.10         3.48 
TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB 
        3.22        30.61         5.65        35.24        17.26         7.04 
TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3RC TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OQ 
        2.86         2.24         1.38         2.50         7.69         3.12 
TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QI 
       20.98         7.56         3.22         4.37         5.69         4.11 
TCGA-GV-A3QK TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AC 
        6.64         1.51         3.42         4.64         6.48 

  DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE 
                          0.10                           0.07 
  DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE 
                        123.85                         131.15 
  DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE 
                         7.415                          6.740 
[1] "0.1 - 123.8 (7.4)" "0.1 - 131.2 (6.7)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 28(15Q13.1) WILD-TYPE" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
  "DEL PEAK 28(15Q13.1) MUTATED"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 28(15Q13.1) MUTATED" "DEL PEAK 28(15Q13.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 28(15Q13.1) WILD-TYPE"   "DEL PEAK 28(15Q13.1) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 28(15Q13.1) MUTATED" 
[1] "hr=" "1.6"
D57V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 28(15Q13.1) MUTATED         1       19        16       21
  DEL PEAK 28(15Q13.1) WILD-TYPE       1       30        33       27
D57V3, multiclass
           clus
vv          DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE
  STAGE I                              1                              1
  STAGE II                            19                             30
  STAGE III                           16                             33
  STAGE IV                            21                             27
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 28(15Q13.1) MUTATED         19 24  6
  DEL PEAK 28(15Q13.1) WILD-TYPE       25 45 16
D57V4, multiclass
          clus
vv         DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE
  T0+T1+T2                           19                             25
  T3                                 24                             45
  T4                                  6                             16
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 28(15Q13.1) MUTATED   29  7 11  2
  DEL PEAK 28(15Q13.1) WILD-TYPE 62  7 16  3
D57V5, multiclass
    clus
vv   DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE
  N0                           29                             62
  N1                            7                              7
  N2                           11                             16
  N3                            2                              3
                                vv
clus                             M0 M1 MX
  DEL PEAK 28(15Q13.1) MUTATED   28  2 27
  DEL PEAK 28(15Q13.1) WILD-TYPE 62  3 29
D57V6, multiclass
    clus
vv   DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE
  M0                           28                             62
  M1                            2                              3
  MX                           27                             29
D57V7, binary
                                cls
clus                              0  1
  DEL PEAK 28(15Q13.1) MUTATED   11 47
  DEL PEAK 28(15Q13.1) WILD-TYPE 25 69
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 28(15Q13.1) MUTATED     11   47
  DEL PEAK 28(15Q13.1) WILD-TYPE   25   69
        clus
vv       DEL PEAK 28(15Q13.1) MUTATED DEL PEAK 28(15Q13.1) WILD-TYPE
  FEMALE                           11                             25
  MALE                             47                             69
D57V8, continuous
D57V9, continuous
D57V10, continuous

Clustering(58) Variable = DEL PEAK 29(16P13.3) MUTATION ANALYSIS
D58V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 29(16P13.3) MUTATED   40 16
  DEL PEAK 29(16P13.3) WILD-TYPE 63 26
  DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE 
                            56                             89 
  DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE 
                            16                             26 
$`DEL PEAK 29(16P13.3) MUTATED`
TCGA-BL-A13J TCGA-BT-A0S7 TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20W TCGA-BT-A2LA 
        2.66         6.58        32.84         5.06         8.35         5.88 
TCGA-BT-A3PH TCGA-BT-A42E TCGA-C4-A0F6 TCGA-CF-A1HS TCGA-CF-A47T TCGA-CU-A0YN 
        4.64         9.99        23.01         0.43         0.07        12.92 
TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A7 TCGA-DK-A2HX 
        5.46         5.19         1.84         2.53        18.41         1.81 
TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IT 
      123.85        87.29         2.20         7.82         8.22        15.09 
TCGA-DK-A3IV TCGA-DK-A3WX TCGA-DK-A3X2 TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 
        9.67        10.55        17.98         0.56         0.56         8.81 
TCGA-FD-A3B6 TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 
        6.87         4.54        19.79         7.89         6.84        15.16 
TCGA-G2-A2EF TCGA-G2-A2EL TCGA-G2-A3IE TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD 
       61.94        26.93        20.12         4.50         1.38         1.02 
TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JW 
        1.08         7.69         2.10         6.38         3.22         6.41 
TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QH TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A4AC 
        6.15         5.69         7.79         6.71         8.71         6.48 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`DEL PEAK 29(16P13.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20O 
       40.08         7.33         6.74        11.93        19.00        12.16 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20X 
       17.85        19.46        14.89        14.93         5.06         8.25 
TCGA-BT-A2LD TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A27C 
        3.65         2.07         8.98         1.94         0.46         0.69 
TCGA-CF-A47S TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO 
        0.13         0.10         0.07         0.10         0.10         4.90 
TCGA-CU-A0YR TCGA-CU-A3YL TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB 
        7.20         8.09         2.14        31.40        19.00         8.91 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 
      130.85       112.44        16.14        17.62        15.62        10.59 
TCGA-DK-A2I2 TCGA-DK-A3IL TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3WW 
        7.76         3.98        10.49        50.27        20.02         8.28 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4IJ TCGA-E7-A4XJ 
      131.15        41.03        43.59         0.10         0.49         0.53 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 
       15.68         8.94         4.01        11.05         8.94        15.88 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO 
       32.02        24.30        10.98         6.12         6.81         5.49 
TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE 
       46.78         1.94         7.10         3.48         4.08         3.22 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY 
       30.61         5.65        35.24        17.26         7.04         0.82 
TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GD-A3OS 
        2.86         2.24         1.32         2.50         3.12        20.98 
TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3QF TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E 
        7.56         4.37         7.63         4.11         6.64         6.38 
TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB 
        5.33         1.51         3.42         4.64         2.50 

  DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE 
                          0.07                           0.07 
  DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE 
                        123.85                         131.15 
  DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE 
                          6.53                           7.20 
[1] "0.1 - 123.8 (6.5)" "0.1 - 131.2 (7.2)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 29(16P13.3) WILD-TYPE"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 29(16P13.3) MUTATED" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 29(16P13.3) WILD-TYPE" "DEL PEAK 29(16P13.3) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 29(16P13.3) MUTATED"   "DEL PEAK 29(16P13.3) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 29(16P13.3) MUTATED" 
[1] "hr=" "1.2"
D58V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 29(16P13.3) MUTATED         0       15        21       19
  DEL PEAK 29(16P13.3) WILD-TYPE       2       34        28       29
D58V3, multiclass
           clus
vv          DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            15                             34
  STAGE III                           21                             28
  STAGE IV                            19                             29
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 29(16P13.3) MUTATED         11 29  9
  DEL PEAK 29(16P13.3) WILD-TYPE       33 40 13
D58V4, multiclass
          clus
vv         DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE
  T0+T1+T2                           11                             33
  T3                                 29                             40
  T4                                  9                             13
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 29(16P13.3) MUTATED   31  5 13  1
  DEL PEAK 29(16P13.3) WILD-TYPE 60  9 14  4
D58V5, multiclass
    clus
vv   DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE
  N0                           31                             60
  N1                            5                              9
  N2                           13                             14
  N3                            1                              4
                                vv
clus                             M0 M1 MX
  DEL PEAK 29(16P13.3) MUTATED   32  1 24
  DEL PEAK 29(16P13.3) WILD-TYPE 58  4 32
D58V6, multiclass
    clus
vv   DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE
  M0                           32                             58
  M1                            1                              4
  MX                           24                             32
D58V7, binary
                                cls
clus                              0  1
  DEL PEAK 29(16P13.3) MUTATED   13 44
  DEL PEAK 29(16P13.3) WILD-TYPE 23 72
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 29(16P13.3) MUTATED     13   44
  DEL PEAK 29(16P13.3) WILD-TYPE   23   72
        clus
vv       DEL PEAK 29(16P13.3) MUTATED DEL PEAK 29(16P13.3) WILD-TYPE
  FEMALE                           13                             23
  MALE                             44                             72
D58V8, continuous
D58V9, continuous
D58V10, continuous

Clustering(59) Variable = DEL PEAK 30(16Q23.1) MUTATION ANALYSIS
D59V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 30(16Q23.1) MUTATED   31 12
  DEL PEAK 30(16Q23.1) WILD-TYPE 72 30
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                            43                            102 
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                            12                             30 
$`DEL PEAK 30(16Q23.1) MUTATED`
TCGA-BL-A0C8 TCGA-CU-A0YN TCGA-CU-A3QU TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1AC 
       40.08        12.92         5.19         1.84         2.53       130.85 
TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IN 
        1.81        10.59         7.76       123.85        87.29         8.22 
TCGA-DK-A3IV TCGA-DK-A3WW TCGA-DK-A3X2 TCGA-E7-A4IJ TCGA-E7-A541 TCGA-FD-A3B5 
        9.67         8.28        17.98         0.49         0.56         8.94 
TCGA-FD-A3N5 TCGA-FD-A3SO TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 
        8.94         5.49         1.94         7.89         6.84        15.16 
TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A3IE TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GD-A3OP 
       61.94        30.61        20.12         1.38         1.02         2.10 
TCGA-GU-A42P TCGA-GU-A42Q TCGA-GV-A3JV TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A3QF 
        6.38         7.56         4.37         6.15         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-H4-A2HQ TCGA-K4-A3WV TCGA-K4-A4AC TCGA-LT-A5Z6 
        7.79         4.11         6.71         4.64         6.48         3.42 
TCGA-MV-A51V 
        3.68 

$`DEL PEAK 30(16Q23.1) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
        7.33         2.66         6.74         6.58        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20T 
       32.84        12.16        17.85        19.46         5.06        14.89 
TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD 
       14.93         5.06         8.35         8.25         5.88         3.65 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 
        4.64         2.07         9.99         8.98         1.94        23.01 
TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
        0.46         0.43         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ 
        0.07         0.10         0.10         4.90         7.20         5.46 
TCGA-CU-A3YL TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AB 
        8.09         2.14        31.40        18.41        19.00         8.91 
TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A3IK TCGA-DK-A3IL 
      112.44        16.14        17.62        15.62         2.20         3.98 
TCGA-DK-A3IM TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IU TCGA-DK-A3WX 
        7.82        10.49        50.27        15.09        20.02        10.55 
TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A5KE 
      131.15        41.03        43.59         0.10         0.53         0.56 
TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 
        8.81        15.68         6.87         4.01        11.05        15.88 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SP 
       32.02        24.30        10.98         6.12         6.81         4.54 
TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE 
       46.78        19.79         7.10         3.48         4.08         3.22 
TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY 
        5.65        26.93        35.24        17.26         7.04         0.82 
TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GC-A3YS 
        2.86         2.24         1.32         4.50         2.50         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3QK 
        7.69         3.12        20.98         3.22         6.41         6.64 
TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB 
        6.38         5.33         1.51         8.71         3.42         2.50 

  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                          0.49                           0.07 
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                        130.85                         131.15 
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                          6.84                           6.84 
[1] "0.5 - 130.8 (6.8)" "0.1 - 131.2 (6.8)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 30(16Q23.1) MUTATED" 
[1] "hr=" "1"  
D59V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 30(16Q23.1) MUTATED         1       13        12       17
  DEL PEAK 30(16Q23.1) WILD-TYPE       1       36        37       31
D59V3, multiclass
           clus
vv          DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  STAGE I                              1                              1
  STAGE II                            13                             36
  STAGE III                           12                             37
  STAGE IV                            17                             31
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 30(16Q23.1) MUTATED         12 18  7
  DEL PEAK 30(16Q23.1) WILD-TYPE       32 51 15
D59V4, multiclass
          clus
vv         DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  T0+T1+T2                           12                             32
  T3                                 18                             51
  T4                                  7                             15
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 30(16Q23.1) MUTATED   20  6  8  3
  DEL PEAK 30(16Q23.1) WILD-TYPE 71  8 19  2
D59V5, multiclass
    clus
vv   DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  N0                           20                             71
  N1                            6                              8
  N2                            8                             19
  N3                            3                              2
                                vv
clus                             M0 M1 MX
  DEL PEAK 30(16Q23.1) MUTATED   23  1 20
  DEL PEAK 30(16Q23.1) WILD-TYPE 67  4 36
D59V6, multiclass
    clus
vv   DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  M0                           23                             67
  M1                            1                              4
  MX                           20                             36
D59V7, binary
                                cls
clus                              0  1
  DEL PEAK 30(16Q23.1) MUTATED    8 36
  DEL PEAK 30(16Q23.1) WILD-TYPE 28 80
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 30(16Q23.1) MUTATED      8   36
  DEL PEAK 30(16Q23.1) WILD-TYPE   28   80
        clus
vv       DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  FEMALE                            8                             28
  MALE                             36                             80
D59V8, continuous
D59V9, continuous
D59V10, continuous

Clustering(60) Variable = DEL PEAK 31(17P12) MUTATION ANALYSIS
D60V1, survival
                              sevent
clus2                           0  1
  DEL PEAK 31(17P12) MUTATED   52 24
  DEL PEAK 31(17P12) WILD-TYPE 51 18
  DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE 
                          76                           69 
  DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE 
                          24                           18 
$`DEL PEAK 31(17P12) MUTATED`
TCGA-BL-A0C8 TCGA-BL-A13J TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20P TCGA-BT-A20Q 
       40.08         2.66        19.00        32.84        17.85        19.46 
TCGA-BT-A20T TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E 
       14.89         8.25         5.88         4.64         2.07         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47X 
        8.98         1.94         0.46         0.43         0.69         0.10 
TCGA-CU-A3KJ TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AB 
        5.46         1.84         2.14        31.40        18.41         8.91 
TCGA-DK-A1AC TCGA-DK-A1AD TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IK 
      130.85       112.44         1.81        10.59        87.29         2.20 
TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IS TCGA-DK-A3IT TCGA-DK-A3IV 
        3.98         8.22        10.49        50.27        15.09         9.67 
TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE 
       41.03        17.98        43.59         0.49         0.56         0.56 
TCGA-FD-A3B4 TCGA-FD-A3B5 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SN TCGA-FD-A3SO 
       15.68         8.94        32.02        24.30         6.81         5.49 
TCGA-FD-A3SQ TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 TCGA-FJ-A3ZE 
       46.78         1.94         7.89         6.84        15.16         3.48 
TCGA-G2-A2EF TCGA-G2-A2EJ TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A3IE TCGA-G2-A3VY 
       61.94        30.61        26.93        35.24        20.12         0.82 
TCGA-GC-A3BM TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP 
        2.86         4.50         1.02         1.08         7.69         2.10 
TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH 
        6.38         7.56         3.22         5.69         7.63         7.79 
TCGA-GV-A40E TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A4AC 
        6.38         5.33         6.71         6.48 

$`DEL PEAK 31(17P12) WILD-TYPE`
TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20O TCGA-BT-A20R 
        7.33         6.74         6.58        11.93        12.16         5.06 
TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LD TCGA-C4-A0F6 TCGA-CF-A47S 
       14.93         5.06         8.35         3.65        23.01         0.13 
TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO 
        0.07         0.10         0.07         0.10        12.92         4.90 
TCGA-CU-A0YR TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1AA TCGA-DK-A1AE 
        7.20         5.19         8.09         2.53        19.00        16.14 
TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IM TCGA-DK-A3IU 
       17.62        15.62         7.76       123.85         7.82        20.02 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B3 
        8.28        10.55       131.15         0.10         0.53         8.81 
TCGA-FD-A3B6 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3SL 
        6.87         4.01        11.05         8.94        15.88        10.98 
TCGA-FD-A3SM TCGA-FD-A3SP TCGA-FD-A3SR TCGA-FJ-A3Z9 TCGA-FJ-A3ZF TCGA-FT-A3EE 
        6.12         4.54        19.79         7.10         4.08         3.22 
TCGA-G2-A2EK TCGA-G2-A2ES TCGA-G2-A3IB TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RC 
        5.65        17.26         7.04         2.24         1.32         1.38 
TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JX 
        2.50         3.12        20.98         4.37         6.41         6.15 
TCGA-GV-A3QI TCGA-GV-A3QK TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A3WV 
        4.11         6.64         1.51         8.71         3.42         4.64 
TCGA-K4-A4AB TCGA-LT-A5Z6 TCGA-MV-A51V 
        2.50         3.42         3.68 

  DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE 
                        0.10                         0.07 
  DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE 
                      130.85                       131.15 
  DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE 
                        7.66                         6.58 
[1] "0.1 - 130.8 (7.7)" "0.1 - 131.2 (6.6)"
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
  "DEL PEAK 31(17P12) MUTATED"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 31(17P12) WILD-TYPE"   "DEL PEAK 31(17P12) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 31(17P12) WILD-TYPE" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
  "DEL PEAK 31(17P12) MUTATED" "DEL PEAK 31(17P12) WILD-TYPE" 
                  TCGA-MV-A51V 
"DEL PEAK 31(17P12) WILD-TYPE" 
[1] "hr=" "1.3"
D60V2, continuous
                              vv
clus                           STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 31(17P12) MUTATED         1       25        17       32
  DEL PEAK 31(17P12) WILD-TYPE       1       24        32       16
D60V3, multiclass
           clus
vv          DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE
  STAGE I                            1                            1
  STAGE II                          25                           24
  STAGE III                         17                           32
  STAGE IV                          32                           16
                              vv
clus                           T0+T1+T2 T3 T4
  DEL PEAK 31(17P12) MUTATED         23 34 11
  DEL PEAK 31(17P12) WILD-TYPE       21 35 11
D60V4, multiclass
          clus
vv         DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE
  T0+T1+T2                         23                           21
  T3                               34                           35
  T4                               11                           11
                              vv
clus                           N0 N1 N2 N3
  DEL PEAK 31(17P12) MUTATED   39  9 18  3
  DEL PEAK 31(17P12) WILD-TYPE 52  5  9  2
D60V5, multiclass
    clus
vv   DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE
  N0                         39                           52
  N1                          9                            5
  N2                         18                            9
  N3                          3                            2
                              vv
clus                           M0 M1 MX
  DEL PEAK 31(17P12) MUTATED   46  3 29
  DEL PEAK 31(17P12) WILD-TYPE 44  2 27
D60V6, multiclass
    clus
vv   DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE
  M0                         46                           44
  M1                          3                            2
  MX                         29                           27
D60V7, binary
                              cls
clus                            0  1
  DEL PEAK 31(17P12) MUTATED   17 62
  DEL PEAK 31(17P12) WILD-TYPE 19 54
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 31(17P12) MUTATED     17   62
  DEL PEAK 31(17P12) WILD-TYPE   19   54
        clus
vv       DEL PEAK 31(17P12) MUTATED DEL PEAK 31(17P12) WILD-TYPE
  FEMALE                         17                           19
  MALE                           62                           54
D60V8, continuous
D60V9, continuous
D60V10, continuous

Clustering(61) Variable = DEL PEAK 32(18Q23) MUTATION ANALYSIS
D61V1, survival
                              sevent
clus2                           0  1
  DEL PEAK 32(18Q23) MUTATED   44 16
  DEL PEAK 32(18Q23) WILD-TYPE 59 26
  DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE 
                          60                           85 
  DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE 
                          16                           26 
$`DEL PEAK 32(18Q23) MUTATED`
TCGA-BT-A0YX TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20R TCGA-BT-A20W TCGA-BT-A2LA 
       11.93        19.00        32.84         5.06         8.35         5.88 
TCGA-BT-A42E TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47T TCGA-CU-A0YN 
        9.99         0.46         0.43         0.13         0.07        12.92 
TCGA-CU-A0YR TCGA-CU-A5W6 TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A1AC 
        7.20         1.84         2.14        18.41         8.91       130.85 
TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I6 
      112.44        16.14        17.62         1.81        10.59        87.29 
TCGA-DK-A3IK TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IS TCGA-DK-A3IT 
        2.20         3.98         7.82         8.22        50.27        15.09 
TCGA-DK-A3X1 TCGA-E5-A2PC TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B4 TCGA-FD-A3B7 
       41.03        43.59         0.56         0.56        15.68         4.01 
TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ 
       32.02        24.30         6.81         5.49         4.54        46.78 
TCGA-FD-A3SS TCGA-FD-A43N TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A3IE TCGA-GC-A3BM 
        1.94         7.89         4.08        61.94        20.12         2.86 
TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3YS TCGA-GD-A3OP TCGA-GD-A3OS TCGA-GU-A42P 
        1.38         1.02         1.08         2.10        20.98         6.38 
TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-MV-A51V 
        6.41         6.15         5.33         6.71         8.71         3.68 

$`DEL PEAK 32(18Q23) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A20O 
       40.08         7.33         2.66         6.74         6.58        12.16 
TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U TCGA-BT-A20V TCGA-BT-A20X 
       17.85        19.46        14.89        14.93         5.06         8.25 
TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 
        3.65         4.64         2.07         8.98         1.94        23.01 
TCGA-CF-A27C TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YO 
        0.69         0.10         0.07         0.10         0.10         4.90 
TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1AA 
        5.46         5.19         8.09         2.53        31.40        19.00 
TCGA-DK-A1AG TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IQ TCGA-DK-A3IU TCGA-DK-A3IV 
       15.62         7.76       123.85        10.49        20.02         9.67 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ 
        8.28        10.55       131.15        17.98         0.10         0.49 
TCGA-E7-A4XJ TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B6 TCGA-FD-A3B8 TCGA-FD-A3N5 
        0.53         8.81         8.94         6.87        11.05         8.94 
TCGA-FD-A3N6 TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SR TCGA-FD-A43U TCGA-FJ-A3Z7 
       15.88        10.98         6.12        19.79         6.84        15.16 
TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
        7.10         3.48         3.22        30.61         5.65        26.93 
TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3I6 TCGA-GC-A3OO 
       35.24        17.26         7.04         0.82         2.24         1.32 
TCGA-GC-A3RB TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OQ TCGA-GU-A42Q TCGA-GU-A42R 
        4.50         2.50         7.69         3.12         7.56         3.22 
TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK 
        4.37         5.69         7.63         7.79         4.11         6.64 
TCGA-GV-A40E TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        6.38         1.51         3.42         4.64         2.50         6.48 
TCGA-LT-A5Z6 
        3.42 

  DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE 
                        0.07                         0.07 
  DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE 
                      130.85                       131.15 
  DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE 
                       7.005                        6.840 
[1] "0.1 - 130.8 (7.0)" "0.1 - 131.2 (6.8)"
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-MV-A51V 
  "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-MV-A51V 
  "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BL-A0C8                   TCGA-BL-A13I 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BL-A13J                   TCGA-BL-A3JM 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A0S7                   TCGA-BT-A0YX 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20J                   TCGA-BT-A20N 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20O                   TCGA-BT-A20P 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A20Q                   TCGA-BT-A20R 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20T                   TCGA-BT-A20U 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A20V                   TCGA-BT-A20W 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A20X                   TCGA-BT-A2LA 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-BT-A2LD                   TCGA-BT-A3PH 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-BT-A3PK                   TCGA-BT-A42E 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-C4-A0EZ                   TCGA-C4-A0F0 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-C4-A0F6                   TCGA-CF-A1HR 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-CF-A1HS                   TCGA-CF-A27C 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CF-A47S                   TCGA-CF-A47T 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-CF-A47V                   TCGA-CF-A47W 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CF-A47X                   TCGA-CF-A47Y 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A0YN                   TCGA-CU-A0YO 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A0YR                   TCGA-CU-A3KJ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A3QU                   TCGA-CU-A3YL 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-CU-A5W6                   TCGA-DK-A1A3 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1A5                   TCGA-DK-A1A6 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1A7                   TCGA-DK-A1AA 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A1AB                   TCGA-DK-A1AC 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A1AD                   TCGA-DK-A1AE 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A1AF                   TCGA-DK-A1AG 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A2HX                   TCGA-DK-A2I1 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A2I2                   TCGA-DK-A2I4 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A2I6                   TCGA-DK-A3IK 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IL                   TCGA-DK-A3IM 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IN                   TCGA-DK-A3IQ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3IS                   TCGA-DK-A3IT 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3IU                   TCGA-DK-A3IV 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3WW                   TCGA-DK-A3WX 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-DK-A3WY                   TCGA-DK-A3X1 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-DK-A3X2                   TCGA-E5-A2PC 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-E7-A3Y1                   TCGA-E7-A4IJ 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-E7-A4XJ                   TCGA-E7-A541 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-E7-A5KE                   TCGA-FD-A3B3 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3B4                   TCGA-FD-A3B5 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3B6                   TCGA-FD-A3B7 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3B8                   TCGA-FD-A3N5 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3N6                   TCGA-FD-A3NA 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SJ                   TCGA-FD-A3SL 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3SM                   TCGA-FD-A3SN 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SO                   TCGA-FD-A3SP 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A3SQ                   TCGA-FD-A3SR 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FD-A3SS                   TCGA-FD-A43N 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-FD-A43U                   TCGA-FJ-A3Z7 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FJ-A3Z9                   TCGA-FJ-A3ZE 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-FJ-A3ZF                   TCGA-FT-A3EE 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EF                   TCGA-G2-A2EJ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EK                   TCGA-G2-A2EL 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A2EO                   TCGA-G2-A2ES 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-G2-A3IB                   TCGA-G2-A3IE 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-G2-A3VY                   TCGA-GC-A3BM 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GC-A3I6                   TCGA-GC-A3OO 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GC-A3RB                   TCGA-GC-A3RC 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GC-A3RD                   TCGA-GC-A3WC 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GC-A3YS                   TCGA-GD-A2C5 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GD-A3OP                   TCGA-GD-A3OQ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GD-A3OS                   TCGA-GU-A42P 
  "DEL PEAK 32(18Q23) MUTATED"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GU-A42Q                   TCGA-GU-A42R 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3JV                   TCGA-GV-A3JW 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-GV-A3JX                   TCGA-GV-A3JZ 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3QF                   TCGA-GV-A3QH 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A3QI                   TCGA-GV-A3QK 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-GV-A40E                   TCGA-GV-A40G 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-H4-A2HO                   TCGA-H4-A2HQ 
"DEL PEAK 32(18Q23) WILD-TYPE"   "DEL PEAK 32(18Q23) MUTATED" 
                  TCGA-K4-A3WS                   TCGA-K4-A3WU 
  "DEL PEAK 32(18Q23) MUTATED" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-K4-A3WV                   TCGA-K4-A4AB 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-K4-A4AC                   TCGA-LT-A5Z6 
"DEL PEAK 32(18Q23) WILD-TYPE" "DEL PEAK 32(18Q23) WILD-TYPE" 
                  TCGA-MV-A51V 
  "DEL PEAK 32(18Q23) MUTATED" 
[1] "hr=" "1.5"
D61V2, continuous
                              vv
clus                           STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 32(18Q23) MUTATED         0       21        21       20
  DEL PEAK 32(18Q23) WILD-TYPE       2       28        28       28
D61V3, multiclass
           clus
vv          DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE
  STAGE I                            0                            2
  STAGE II                          21                           28
  STAGE III                         21                           28
  STAGE IV                          20                           28
                              vv
clus                           T0+T1+T2 T3 T4
  DEL PEAK 32(18Q23) MUTATED         23 31  6
  DEL PEAK 32(18Q23) WILD-TYPE       21 38 16
D61V4, multiclass
          clus
vv         DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE
  T0+T1+T2                         23                           21
  T3                               31                           38
  T4                                6                           16
                              vv
clus                           N0 N1 N2 N3
  DEL PEAK 32(18Q23) MUTATED   41  6 11  1
  DEL PEAK 32(18Q23) WILD-TYPE 50  8 16  4
D61V5, multiclass
    clus
vv   DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE
  N0                         41                           50
  N1                          6                            8
  N2                         11                           16
  N3                          1                            4
                              vv
clus                           M0 M1 MX
  DEL PEAK 32(18Q23) MUTATED   41  1 23
  DEL PEAK 32(18Q23) WILD-TYPE 49  4 33
D61V6, multiclass
    clus
vv   DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE
  M0                         41                           49
  M1                          1                            4
  MX                         23                           33
D61V7, binary
                              cls
clus                            0  1
  DEL PEAK 32(18Q23) MUTATED   18 47
  DEL PEAK 32(18Q23) WILD-TYPE 18 69
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 32(18Q23) MUTATED     18   47
  DEL PEAK 32(18Q23) WILD-TYPE   18   69
        clus
vv       DEL PEAK 32(18Q23) MUTATED DEL PEAK 32(18Q23) WILD-TYPE
  FEMALE                         18                           18
  MALE                           47                           69
D61V8, continuous
D61V9, continuous
D61V10, continuous

Clustering(62) Variable = DEL PEAK 33(19P13.3) MUTATION ANALYSIS
D62V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 33(19P13.3) MUTATED   39 18
  DEL PEAK 33(19P13.3) WILD-TYPE 64 24
  DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE 
                            57                             88 
  DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE 
                            18                             24 
$`DEL PEAK 33(19P13.3) MUTATED`
TCGA-BT-A20J TCGA-BT-A20R TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A2LD 
       19.00         5.06        14.89         5.06         8.35         3.65 
TCGA-BT-A3PH TCGA-BT-A3PK TCGA-BT-A42E TCGA-C4-A0EZ TCGA-C4-A0F6 TCGA-CF-A1HR 
        4.64         2.07         9.99         8.98        23.01         0.46 
TCGA-CF-A1HS TCGA-DK-A1A5 TCGA-DK-A1A7 TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A2HX 
        0.43         2.14        18.41         8.91       112.44         1.81 
TCGA-DK-A2I6 TCGA-DK-A3IL TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IV 
       87.29         3.98         8.22        10.49        15.09         9.67 
TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E5-A2PC TCGA-E7-A4IJ TCGA-FD-A3B4 TCGA-FD-A3B6 
       41.03        17.98        43.59         0.49        15.68         6.87 
TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SN TCGA-FD-A3SO TCGA-FD-A3SS 
       24.30        10.98         6.12         6.81         5.49         1.94 
TCGA-FD-A43N TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A2ES TCGA-G2-A3IB 
        7.89         3.48         4.08        61.94        17.26         7.04 
TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RB TCGA-GC-A3YS TCGA-GU-A42P TCGA-GU-A42Q 
       20.12         0.82         4.50         1.08         6.38         7.56 
TCGA-GU-A42R TCGA-GV-A3JW TCGA-GV-A3JX TCGA-GV-A3JZ TCGA-GV-A40G TCGA-H4-A2HO 
        3.22         6.41         6.15         5.69         5.33         1.51 
TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-MV-A51V 
        6.71         8.71         3.68 

$`DEL PEAK 33(19P13.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20U TCGA-BT-A20X 
       32.84        12.16        17.85        19.46        14.93         8.25 
TCGA-BT-A2LA TCGA-C4-A0F0 TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
        5.88         1.94         0.69         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47X TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR 
        0.07         0.10         0.10        12.92         4.90         7.20 
TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A6 
        5.46         5.19         8.09         1.84         2.53        31.40 
TCGA-DK-A1AA TCGA-DK-A1AC TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 
       19.00       130.85        16.14        17.62        15.62        10.59 
TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IK TCGA-DK-A3IM TCGA-DK-A3IS TCGA-DK-A3IU 
        7.76       123.85         2.20         7.82        50.27        20.02 
TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-E7-A541 
        8.28        10.55       131.15         0.10         0.53         0.56 
TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 
        0.56         8.81         8.94         4.01        11.05         8.94 
TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR TCGA-FD-A43U 
       15.88        32.02         4.54        46.78        19.79         6.84 
TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FT-A3EE TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EL 
       15.16         7.10         3.22        30.61         5.65        26.93 
TCGA-G2-A2EO TCGA-GC-A3BM TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RC TCGA-GC-A3RD 
       35.24         2.86         2.24         1.32         1.38         1.02 
TCGA-GC-A3WC TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GV-A3JV 
        2.50         7.69         2.10         3.12        20.98         4.37 
TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-GV-A40E TCGA-K4-A3WU 
        7.63         7.79         4.11         6.64         6.38         3.42 
TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC TCGA-LT-A5Z6 
        4.64         2.50         6.48         3.42 

  DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE 
                          0.43                           0.07 
  DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE 
                        112.44                         131.15 
  DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE 
                          6.81                           6.97 
[1] "0.4 - 112.4 (6.8)" "0.1 - 131.2 (7.0)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-MV-A51V 
  "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-MV-A51V 
  "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 33(19P13.3) WILD-TYPE"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
  "DEL PEAK 33(19P13.3) MUTATED"   "DEL PEAK 33(19P13.3) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
  "DEL PEAK 33(19P13.3) MUTATED" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 33(19P13.3) WILD-TYPE" "DEL PEAK 33(19P13.3) WILD-TYPE" 
                    TCGA-MV-A51V 
  "DEL PEAK 33(19P13.3) MUTATED" 
[1] "hr=" "1.2"
D62V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 33(19P13.3) MUTATED         0       16        15       25
  DEL PEAK 33(19P13.3) WILD-TYPE       2       33        34       23
D62V3, multiclass
           clus
vv          DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            16                             33
  STAGE III                           15                             34
  STAGE IV                            25                             23
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 33(19P13.3) MUTATED         12 29  8
  DEL PEAK 33(19P13.3) WILD-TYPE       32 40 14
D62V4, multiclass
          clus
vv         DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE
  T0+T1+T2                           12                             32
  T3                                 29                             40
  T4                                  8                             14
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 33(19P13.3) MUTATED   27  9 10  3
  DEL PEAK 33(19P13.3) WILD-TYPE 64  5 17  2
D62V5, multiclass
    clus
vv   DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE
  N0                           27                             64
  N1                            9                              5
  N2                           10                             17
  N3                            3                              2
                                vv
clus                             M0 M1 MX
  DEL PEAK 33(19P13.3) MUTATED   31  5 21
  DEL PEAK 33(19P13.3) WILD-TYPE 59  0 35
D62V6, multiclass
    clus
vv   DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE
  M0                           31                             59
  M1                            5                              0
  MX                           21                             35
D62V7, binary
                                cls
clus                              0  1
  DEL PEAK 33(19P13.3) MUTATED   14 44
  DEL PEAK 33(19P13.3) WILD-TYPE 22 72
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 33(19P13.3) MUTATED     14   44
  DEL PEAK 33(19P13.3) WILD-TYPE   22   72
        clus
vv       DEL PEAK 33(19P13.3) MUTATED DEL PEAK 33(19P13.3) WILD-TYPE
  FEMALE                           14                             22
  MALE                             44                             72
D62V8, continuous
D62V9, continuous
D62V10, continuous

Clustering(63) Variable = DEL PEAK 34(22Q13.31) MUTATION ANALYSIS
D63V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 34(22Q13.31) MUTATED   41 18
  DEL PEAK 34(22Q13.31) WILD-TYPE 62 24
  DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE 
                             59                              86 
  DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE 
                             18                              24 
$`DEL PEAK 34(22Q13.31) MUTATED`
TCGA-BT-A20J TCGA-BT-A20R TCGA-BT-A20V TCGA-BT-A20W TCGA-BT-A42E TCGA-C4-A0EZ 
       19.00         5.06         5.06         8.35         9.99         8.98 
TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3QU TCGA-DK-A1A7 
        1.94        23.01         0.10        12.92         5.19        18.41 
TCGA-DK-A1AC TCGA-DK-A2HX TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IL TCGA-DK-A3IM 
      130.85         1.81         7.76       123.85         3.98         7.82 
TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IT TCGA-DK-A3IV TCGA-DK-A3X2 TCGA-E5-A2PC 
        8.22        10.49        15.09         9.67        17.98        43.59 
TCGA-E7-A4IJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B4 TCGA-FD-A3B5 
        0.49         0.56         0.56         8.81        15.68         8.94 
TCGA-FD-A3B6 TCGA-FD-A3N5 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL TCGA-FD-A3SN 
        6.87         8.94        32.02        24.30        10.98         6.81 
TCGA-FD-A3SO TCGA-FD-A3SR TCGA-FD-A3SS TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z7 
        5.49        19.79         1.94         7.89         6.84        15.16 
TCGA-FJ-A3ZF TCGA-G2-A2EF TCGA-G2-A3IB TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3RC 
        4.08        61.94         7.04        20.12         0.82         1.38 
TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GU-A42Q TCGA-GV-A3JX TCGA-GV-A40E 
        1.08         7.69         2.10         7.56         6.15         6.38 
TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-K4-A3WU TCGA-LT-A5Z6 
        5.33         6.71         8.71         3.42         3.42 

$`DEL PEAK 34(22Q13.31) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20T TCGA-BT-A20U 
       32.84        12.16        17.85        19.46        14.89        14.93 
TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PH TCGA-BT-A3PK TCGA-CF-A1HR 
        8.25         5.88         3.65         4.64         2.07         0.46 
TCGA-CF-A1HS TCGA-CF-A27C TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V TCGA-CF-A47W 
        0.43         0.69         0.13         0.07         0.10         0.07 
TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 
        0.10         4.90         7.20         5.46         8.09         1.84 
TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1AA TCGA-DK-A1AB TCGA-DK-A1AD 
        2.53         2.14        31.40        19.00         8.91       112.44 
TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2I1 TCGA-DK-A2I6 TCGA-DK-A3IK 
       16.14        17.62        15.62        10.59        87.29         2.20 
TCGA-DK-A3IS TCGA-DK-A3IU TCGA-DK-A3WW TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 
       50.27        20.02         8.28        10.55       131.15        41.03 
TCGA-E7-A3Y1 TCGA-E7-A4XJ TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N6 TCGA-FD-A3SM 
        0.10         0.53         4.01        11.05        15.88         6.12 
TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FT-A3EE TCGA-G2-A2EJ 
        4.54        46.78         7.10         3.48         3.22        30.61 
TCGA-G2-A2EK TCGA-G2-A2EL TCGA-G2-A2EO TCGA-G2-A2ES TCGA-GC-A3BM TCGA-GC-A3I6 
        5.65        26.93        35.24        17.26         2.86         2.24 
TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GD-A3OQ TCGA-GD-A3OS 
        1.32         4.50         1.02         2.50         3.12        20.98 
TCGA-GU-A42P TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QF 
        6.38         3.22         4.37         6.41         5.69         7.63 
TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A3QK TCGA-H4-A2HO TCGA-K4-A3WV TCGA-K4-A4AB 
        7.79         4.11         6.64         1.51         4.64         2.50 
TCGA-K4-A4AC TCGA-MV-A51V 
        6.48         3.68 

  DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE 
                           0.10                            0.07 
  DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE 
                         130.85                          131.15 
  DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE 
                          7.760                           6.395 
[1] "0.1 - 130.8 (7.8)" "0.1 - 131.2 (6.4)"
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-MV-A51V 
"DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-MV-A51V 
"DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BL-A0C8                      TCGA-BL-A13I 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BL-A13J                      TCGA-BL-A3JM 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A0S7                      TCGA-BT-A0YX 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20J                      TCGA-BT-A20N 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20O                      TCGA-BT-A20P 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20Q                      TCGA-BT-A20R 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-BT-A20T                      TCGA-BT-A20U 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A20V                      TCGA-BT-A20W 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-BT-A20X                      TCGA-BT-A2LA 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A2LD                      TCGA-BT-A3PH 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-BT-A3PK                      TCGA-BT-A42E 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-C4-A0EZ                      TCGA-C4-A0F0 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-C4-A0F6                      TCGA-CF-A1HR 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A1HS                      TCGA-CF-A27C 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47S                      TCGA-CF-A47T 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47V                      TCGA-CF-A47W 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CF-A47X                      TCGA-CF-A47Y 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A0YN                      TCGA-CU-A0YO 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A0YR                      TCGA-CU-A3KJ 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A3QU                      TCGA-CU-A3YL 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-CU-A5W6                      TCGA-DK-A1A3 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1A5                      TCGA-DK-A1A6 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1A7                      TCGA-DK-A1AA 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1AB                      TCGA-DK-A1AC 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A1AD                      TCGA-DK-A1AE 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A1AF                      TCGA-DK-A1AG 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A2HX                      TCGA-DK-A2I1 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A2I2                      TCGA-DK-A2I4 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A2I6                      TCGA-DK-A3IK 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3IL                      TCGA-DK-A3IM 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IN                      TCGA-DK-A3IQ 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IS                      TCGA-DK-A3IT 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3IU                      TCGA-DK-A3IV 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-DK-A3WW                      TCGA-DK-A3WX 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3WY                      TCGA-DK-A3X1 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-DK-A3X2                      TCGA-E5-A2PC 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A3Y1                      TCGA-E7-A4IJ 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A4XJ                      TCGA-E7-A541 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-E7-A5KE                      TCGA-FD-A3B3 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3B4                      TCGA-FD-A3B5 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3B6                      TCGA-FD-A3B7 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FD-A3B8                      TCGA-FD-A3N5 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3N6                      TCGA-FD-A3NA 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SJ                      TCGA-FD-A3SL 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SM                      TCGA-FD-A3SN 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SO                      TCGA-FD-A3SP 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FD-A3SQ                      TCGA-FD-A3SR 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A3SS                      TCGA-FD-A43N 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FD-A43U                      TCGA-FJ-A3Z7 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-FJ-A3Z9                      TCGA-FJ-A3ZE 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-FJ-A3ZF                      TCGA-FT-A3EE 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EF                      TCGA-G2-A2EJ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EK                      TCGA-G2-A2EL 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A2EO                      TCGA-G2-A2ES 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-G2-A3IB                      TCGA-G2-A3IE 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-G2-A3VY                      TCGA-GC-A3BM 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3I6                      TCGA-GC-A3OO 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3RB                      TCGA-GC-A3RC 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-GC-A3RD                      TCGA-GC-A3WC 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GC-A3YS                      TCGA-GD-A2C5 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-GD-A3OP                      TCGA-GD-A3OQ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GD-A3OS                      TCGA-GU-A42P 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GU-A42Q                      TCGA-GU-A42R 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3JV                      TCGA-GV-A3JW 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3JX                      TCGA-GV-A3JZ 
  "DEL PEAK 34(22Q13.31) MUTATED" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3QF                      TCGA-GV-A3QH 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A3QI                      TCGA-GV-A3QK 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-GV-A40E                      TCGA-GV-A40G 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-H4-A2HO                      TCGA-H4-A2HQ 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-K4-A3WS                      TCGA-K4-A3WU 
  "DEL PEAK 34(22Q13.31) MUTATED"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-K4-A3WV                      TCGA-K4-A4AB 
"DEL PEAK 34(22Q13.31) WILD-TYPE" "DEL PEAK 34(22Q13.31) WILD-TYPE" 
                     TCGA-K4-A4AC                      TCGA-LT-A5Z6 
"DEL PEAK 34(22Q13.31) WILD-TYPE"   "DEL PEAK 34(22Q13.31) MUTATED" 
                     TCGA-MV-A51V 
"DEL PEAK 34(22Q13.31) WILD-TYPE" 
[1] "hr=" "1"  
D63V2, continuous
                                 vv
clus                              STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 34(22Q13.31) MUTATED         0       20        17       23
  DEL PEAK 34(22Q13.31) WILD-TYPE       2       29        32       25
D63V3, multiclass
           clus
vv          DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE
  STAGE I                               0                               2
  STAGE II                             20                              29
  STAGE III                            17                              32
  STAGE IV                             23                              25
                                 vv
clus                              T0+T1+T2 T3 T4
  DEL PEAK 34(22Q13.31) MUTATED         17 24 10
  DEL PEAK 34(22Q13.31) WILD-TYPE       27 45 12
D63V4, multiclass
          clus
vv         DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE
  T0+T1+T2                            17                              27
  T3                                  24                              45
  T4                                  10                              12
                                 vv
clus                              N0 N1 N2 N3
  DEL PEAK 34(22Q13.31) MUTATED   31  7 12  2
  DEL PEAK 34(22Q13.31) WILD-TYPE 60  7 15  3
D63V5, multiclass
    clus
vv   DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE
  N0                            31                              60
  N1                             7                               7
  N2                            12                              15
  N3                             2                               3
                                 vv
clus                              M0 M1 MX
  DEL PEAK 34(22Q13.31) MUTATED   28  3 28
  DEL PEAK 34(22Q13.31) WILD-TYPE 62  2 28
D63V6, multiclass
    clus
vv   DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE
  M0                            28                              62
  M1                             3                               2
  MX                            28                              28
D63V7, binary
                                 cls
clus                               0  1
  DEL PEAK 34(22Q13.31) MUTATED   15 45
  DEL PEAK 34(22Q13.31) WILD-TYPE 21 71
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 34(22Q13.31) MUTATED     15   45
  DEL PEAK 34(22Q13.31) WILD-TYPE   21   71
        clus
vv       DEL PEAK 34(22Q13.31) MUTATED DEL PEAK 34(22Q13.31) WILD-TYPE
  FEMALE                            15                              21
  MALE                              45                              71
D63V8, continuous
D63V9, continuous
D63V10, continuous

Clustering(64) Variable = DEL PEAK 35(XP11.3) MUTATION ANALYSIS
D64V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 35(XP11.3) MUTATED   24 12
  DEL PEAK 35(XP11.3) WILD-TYPE 79 30
  DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE 
                           36                           109 
  DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE 
                           12                            30 
$`DEL PEAK 35(XP11.3) MUTATED`
TCGA-BL-A13J TCGA-BT-A20P TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A3PH TCGA-BT-A42E 
        2.66        17.85        14.89         5.06         4.64         9.99 
TCGA-CF-A27C TCGA-CF-A47X TCGA-CU-A0YN TCGA-CU-A3QU TCGA-DK-A1A5 TCGA-DK-A1AA 
        0.69         0.10        12.92         5.19         2.14        19.00 
TCGA-DK-A1AB TCGA-DK-A1AD TCGA-DK-A1AG TCGA-DK-A2I6 TCGA-DK-A3IS TCGA-DK-A3IT 
        8.91       112.44        15.62        87.29        50.27        15.09 
TCGA-DK-A3IV TCGA-E5-A2PC TCGA-FD-A3B4 TCGA-FD-A3B6 TCGA-FD-A3SN TCGA-FD-A3SR 
        9.67        43.59        15.68         6.87         6.81        19.79 
TCGA-FD-A3SS TCGA-G2-A2EL TCGA-G2-A3IB TCGA-G2-A3VY TCGA-GC-A3BM TCGA-GD-A3OS 
        1.94        26.93         7.04         0.82         2.86        20.98 
TCGA-GV-A3JX TCGA-GV-A3QH TCGA-GV-A3QI TCGA-H4-A2HQ TCGA-K4-A3WS TCGA-LT-A5Z6 
        6.15         7.79         4.11         6.71         8.71         3.42 

$`DEL PEAK 35(XP11.3) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX TCGA-BT-A20J 
       40.08         7.33         6.74         6.58        11.93        19.00 
TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20W 
       32.84        12.16        19.46         5.06        14.93         8.35 
TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PK TCGA-C4-A0EZ TCGA-C4-A0F0 
        8.25         5.88         3.65         2.07         8.98         1.94 
TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A1HS TCGA-CF-A47S TCGA-CF-A47T TCGA-CF-A47V 
       23.01         0.46         0.43         0.13         0.07         0.10 
TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YO TCGA-CU-A0YR TCGA-CU-A3KJ TCGA-CU-A3YL 
        0.07         0.10         4.90         7.20         5.46         8.09 
TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A6 TCGA-DK-A1A7 TCGA-DK-A1AC TCGA-DK-A1AE 
        1.84         2.53        31.40        18.41       130.85        16.14 
TCGA-DK-A1AF TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A3IK 
       17.62         1.81        10.59         7.76       123.85         2.20 
TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IU TCGA-DK-A3WW 
        3.98         7.82         8.22        10.49        20.02         8.28 
TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ 
       10.55       131.15        41.03        17.98         0.10         0.49 
TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B7 
        0.53         0.56         0.56         8.81         8.94         4.01 
TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ TCGA-FD-A3SL 
       11.05         8.94        15.88        32.02        24.30        10.98 
TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A43N TCGA-FD-A43U 
        6.12         5.49         4.54        46.78         7.89         6.84 
TCGA-FJ-A3Z7 TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EF 
       15.16         7.10         3.48         4.08         3.22        61.94 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-GC-A3I6 
       30.61         5.65        35.24        17.26        20.12         2.24 
TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS 
        1.32         4.50         1.38         1.02         2.50         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GU-A42P TCGA-GU-A42Q TCGA-GU-A42R 
        7.69         2.10         3.12         6.38         7.56         3.22 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QK TCGA-GV-A40E 
        4.37         6.41         5.69         7.63         6.64         6.38 
TCGA-GV-A40G TCGA-H4-A2HO TCGA-K4-A3WU TCGA-K4-A3WV TCGA-K4-A4AB TCGA-K4-A4AC 
        5.33         1.51         3.42         4.64         2.50         6.48 
TCGA-MV-A51V 
        3.68 

  DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE 
                         0.10                          0.07 
  DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE 
                       112.44                        131.15 
  DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE 
                         8.25                          6.58 
[1] "0.1 - 112.4 (8.2)" "0.1 - 131.2 (6.6)"
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 35(XP11.3) MUTATED"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 35(XP11.3) MUTATED"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-MV-A51V 
"DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 35(XP11.3) MUTATED"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 35(XP11.3) MUTATED"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-MV-A51V 
"DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BL-A0C8                    TCGA-BL-A13I 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BL-A13J                    TCGA-BL-A3JM 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A0S7                    TCGA-BT-A0YX 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20J                    TCGA-BT-A20N 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20O                    TCGA-BT-A20P 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-BT-A20Q                    TCGA-BT-A20R 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20T                    TCGA-BT-A20U 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20V                    TCGA-BT-A20W 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A20X                    TCGA-BT-A2LA 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-BT-A2LD                    TCGA-BT-A3PH 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-BT-A3PK                    TCGA-BT-A42E 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-C4-A0EZ                    TCGA-C4-A0F0 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-C4-A0F6                    TCGA-CF-A1HR 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A1HS                    TCGA-CF-A27C 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-CF-A47S                    TCGA-CF-A47T 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A47V                    TCGA-CF-A47W 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CF-A47X                    TCGA-CF-A47Y 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A0YN                    TCGA-CU-A0YO 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A0YR                    TCGA-CU-A3KJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A3QU                    TCGA-CU-A3YL 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-CU-A5W6                    TCGA-DK-A1A3 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1A5                    TCGA-DK-A1A6 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1A7                    TCGA-DK-A1AA 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A1AB                    TCGA-DK-A1AC 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1AD                    TCGA-DK-A1AE 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A1AF                    TCGA-DK-A1AG 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A2HX                    TCGA-DK-A2I1 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A2I2                    TCGA-DK-A2I4 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A2I6                    TCGA-DK-A3IK 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IL                    TCGA-DK-A3IM 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IN                    TCGA-DK-A3IQ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3IS                    TCGA-DK-A3IT 
  "DEL PEAK 35(XP11.3) MUTATED"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A3IU                    TCGA-DK-A3IV 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-DK-A3WW                    TCGA-DK-A3WX 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3WY                    TCGA-DK-A3X1 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-DK-A3X2                    TCGA-E5-A2PC 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-E7-A3Y1                    TCGA-E7-A4IJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-E7-A4XJ                    TCGA-E7-A541 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-E7-A5KE                    TCGA-FD-A3B3 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B4                    TCGA-FD-A3B5 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B6                    TCGA-FD-A3B7 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3B8                    TCGA-FD-A3N5 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3N6                    TCGA-FD-A3NA 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SJ                    TCGA-FD-A3SL 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SM                    TCGA-FD-A3SN 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-FD-A3SO                    TCGA-FD-A3SP 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A3SQ                    TCGA-FD-A3SR 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-FD-A3SS                    TCGA-FD-A43N 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FD-A43U                    TCGA-FJ-A3Z7 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FJ-A3Z9                    TCGA-FJ-A3ZE 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-FJ-A3ZF                    TCGA-FT-A3EE 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A2EF                    TCGA-G2-A2EJ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A2EK                    TCGA-G2-A2EL 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-G2-A2EO                    TCGA-G2-A2ES 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A3IB                    TCGA-G2-A3IE 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-G2-A3VY                    TCGA-GC-A3BM 
  "DEL PEAK 35(XP11.3) MUTATED"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-GC-A3I6                    TCGA-GC-A3OO 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3RB                    TCGA-GC-A3RC 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3RD                    TCGA-GC-A3WC 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GC-A3YS                    TCGA-GD-A2C5 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GD-A3OP                    TCGA-GD-A3OQ 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GD-A3OS                    TCGA-GU-A42P 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GU-A42Q                    TCGA-GU-A42R 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3JV                    TCGA-GV-A3JW 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3JX                    TCGA-GV-A3JZ 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A3QF                    TCGA-GV-A3QH 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-GV-A3QI                    TCGA-GV-A3QK 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-GV-A40E                    TCGA-GV-A40G 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-H4-A2HO                    TCGA-H4-A2HQ 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-K4-A3WS                    TCGA-K4-A3WU 
  "DEL PEAK 35(XP11.3) MUTATED" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-K4-A3WV                    TCGA-K4-A4AB 
"DEL PEAK 35(XP11.3) WILD-TYPE" "DEL PEAK 35(XP11.3) WILD-TYPE" 
                   TCGA-K4-A4AC                    TCGA-LT-A5Z6 
"DEL PEAK 35(XP11.3) WILD-TYPE"   "DEL PEAK 35(XP11.3) MUTATED" 
                   TCGA-MV-A51V 
"DEL PEAK 35(XP11.3) WILD-TYPE" 
[1] "hr=" "1.1"
D64V2, continuous
                               vv
clus                            STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 35(XP11.3) MUTATED         0       16        10       13
  DEL PEAK 35(XP11.3) WILD-TYPE       2       33        39       35
D64V3, multiclass
           clus
vv          DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE
  STAGE I                             0                             2
  STAGE II                           16                            33
  STAGE III                          10                            39
  STAGE IV                           13                            35
                               vv
clus                            T0+T1+T2 T3 T4
  DEL PEAK 35(XP11.3) MUTATED         12 14  6
  DEL PEAK 35(XP11.3) WILD-TYPE       32 55 16
D64V4, multiclass
          clus
vv         DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE
  T0+T1+T2                          12                            32
  T3                                14                            55
  T4                                 6                            16
                               vv
clus                            N0 N1 N2 N3
  DEL PEAK 35(XP11.3) MUTATED   21  4  5  1
  DEL PEAK 35(XP11.3) WILD-TYPE 70 10 22  4
D64V5, multiclass
    clus
vv   DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE
  N0                          21                            70
  N1                           4                            10
  N2                           5                            22
  N3                           1                             4
                               vv
clus                            M0 M1 MX
  DEL PEAK 35(XP11.3) MUTATED   24  1 14
  DEL PEAK 35(XP11.3) WILD-TYPE 66  4 42
D64V6, multiclass
    clus
vv   DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE
  M0                          24                            66
  M1                           1                             4
  MX                          14                            42
D64V7, binary
                               cls
clus                             0  1
  DEL PEAK 35(XP11.3) MUTATED    7 33
  DEL PEAK 35(XP11.3) WILD-TYPE 29 83
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 35(XP11.3) MUTATED      7   33
  DEL PEAK 35(XP11.3) WILD-TYPE   29   83
        clus
vv       DEL PEAK 35(XP11.3) MUTATED DEL PEAK 35(XP11.3) WILD-TYPE
  FEMALE                           7                            29
  MALE                            33                            83
D64V8, continuous
D64V9, continuous
D64V10, continuous

Clustering(65) Variable = DEL PEAK 36(XQ21.33) MUTATION ANALYSIS
D65V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 36(XQ21.33) MUTATED   24  8
  DEL PEAK 36(XQ21.33) WILD-TYPE 79 34
  DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE 
                            32                            113 
  DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE 
                             8                             34 
$`DEL PEAK 36(XQ21.33) MUTATED`
TCGA-BT-A20T TCGA-BT-A20V TCGA-BT-A20X TCGA-BT-A3PH TCGA-CF-A1HS TCGA-CF-A27C 
       14.89         5.06         8.25         4.64         0.43         0.69 
TCGA-CF-A47X TCGA-CU-A3KJ TCGA-CU-A3QU TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A3IS 
        0.10         5.46         5.19         8.91       130.85        50.27 
TCGA-DK-A3IT TCGA-E5-A2PC TCGA-FD-A3B4 TCGA-FD-A3SN TCGA-FD-A3SS TCGA-FJ-A3Z7 
       15.09        43.59        15.68         6.81         1.94        15.16 
TCGA-FT-A3EE TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GU-A42P TCGA-GV-A3JW 
        3.22        26.93         7.04         2.86         6.38         6.41 
TCGA-GV-A3JX TCGA-GV-A3QH TCGA-GV-A3QI TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WV 
        6.15         7.79         4.11         5.33         6.71         4.64 
TCGA-LT-A5Z6 TCGA-MV-A51V 
        3.42         3.68 

$`DEL PEAK 36(XQ21.33) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R 
       19.00        32.84        12.16        17.85        19.46         5.06 
TCGA-BT-A20U TCGA-BT-A20W TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E 
       14.93         8.35         5.88         3.65         2.07         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A47S TCGA-CF-A47T 
        8.98         1.94        23.01         0.46         0.13         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR 
        0.10         0.07         0.10        12.92         4.90         7.20 
TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 TCGA-DK-A1A7 
        8.09         1.84         2.53         2.14        31.40        18.41 
TCGA-DK-A1AA TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG TCGA-DK-A2HX 
       19.00       112.44        16.14        17.62        15.62         1.81 
TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK TCGA-DK-A3IL 
       10.59         7.76       123.85        87.29         2.20         3.98 
TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IU TCGA-DK-A3IV TCGA-DK-A3WW 
        7.82         8.22        10.49        20.02         9.67         8.28 
TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ 
       10.55       131.15        41.03        17.98         0.10         0.49 
TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B6 
        0.53         0.56         0.56         8.81         8.94         6.87 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ 
        4.01        11.05         8.94        15.88        32.02        24.30 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
       10.98         6.12         5.49         4.54        46.78        19.79 
TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-FJ-A3ZF TCGA-G2-A2EF 
        7.89         6.84         7.10         3.48         4.08        61.94 
TCGA-G2-A2EJ TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-G2-A3VY 
       30.61         5.65        35.24        17.26        20.12         0.82 
TCGA-GC-A3I6 TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC 
        2.24         1.32         4.50         1.38         1.02         2.50 
TCGA-GC-A3YS TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q 
        1.08         7.69         2.10         3.12        20.98         7.56 
TCGA-GU-A42R TCGA-GV-A3JV TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QK TCGA-GV-A40E 
        3.22         4.37         5.69         7.63         6.64         6.38 
TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC 
        1.51         8.71         3.42         2.50         6.48 

  DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE 
                          0.10                           0.07 
  DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE 
                        130.85                         131.15 
  DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE 
                         6.265                          7.330 
[1] "0.1 - 130.8 (6.3)" "0.1 - 131.2 (7.3)"
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-BL-A0C8                     TCGA-BL-A13I 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BL-A13J                     TCGA-BL-A3JM 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A0S7                     TCGA-BT-A0YX 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20J                     TCGA-BT-A20N 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20O                     TCGA-BT-A20P 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20Q                     TCGA-BT-A20R 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20T                     TCGA-BT-A20U 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20V                     TCGA-BT-A20W 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A20X                     TCGA-BT-A2LA 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-BT-A2LD                     TCGA-BT-A3PH 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-BT-A3PK                     TCGA-BT-A42E 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-C4-A0EZ                     TCGA-C4-A0F0 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-C4-A0F6                     TCGA-CF-A1HR 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A1HS                     TCGA-CF-A27C 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-CF-A47S                     TCGA-CF-A47T 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A47V                     TCGA-CF-A47W 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CF-A47X                     TCGA-CF-A47Y 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A0YN                     TCGA-CU-A0YO 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A0YR                     TCGA-CU-A3KJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-CU-A3QU                     TCGA-CU-A3YL 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-CU-A5W6                     TCGA-DK-A1A3 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1A5                     TCGA-DK-A1A6 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1A7                     TCGA-DK-A1AA 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1AB                     TCGA-DK-A1AC 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-DK-A1AD                     TCGA-DK-A1AE 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A1AF                     TCGA-DK-A1AG 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2HX                     TCGA-DK-A2I1 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2I2                     TCGA-DK-A2I4 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A2I6                     TCGA-DK-A3IK 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IL                     TCGA-DK-A3IM 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IN                     TCGA-DK-A3IQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3IS                     TCGA-DK-A3IT 
  "DEL PEAK 36(XQ21.33) MUTATED"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-DK-A3IU                     TCGA-DK-A3IV 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3WW                     TCGA-DK-A3WX 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3WY                     TCGA-DK-A3X1 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-DK-A3X2                     TCGA-E5-A2PC 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-E7-A3Y1                     TCGA-E7-A4IJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-E7-A4XJ                     TCGA-E7-A541 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-E7-A5KE                     TCGA-FD-A3B3 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B4                     TCGA-FD-A3B5 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B6                     TCGA-FD-A3B7 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3B8                     TCGA-FD-A3N5 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3N6                     TCGA-FD-A3NA 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SJ                     TCGA-FD-A3SL 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SM                     TCGA-FD-A3SN 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-FD-A3SO                     TCGA-FD-A3SP 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SQ                     TCGA-FD-A3SR 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A3SS                     TCGA-FD-A43N 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FD-A43U                     TCGA-FJ-A3Z7 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-FJ-A3Z9                     TCGA-FJ-A3ZE 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-FJ-A3ZF                     TCGA-FT-A3EE 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-G2-A2EF                     TCGA-G2-A2EJ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A2EK                     TCGA-G2-A2EL 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-G2-A2EO                     TCGA-G2-A2ES 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A3IB                     TCGA-G2-A3IE 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-G2-A3VY                     TCGA-GC-A3BM 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GC-A3I6                     TCGA-GC-A3OO 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3RB                     TCGA-GC-A3RC 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3RD                     TCGA-GC-A3WC 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GC-A3YS                     TCGA-GD-A2C5 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GD-A3OP                     TCGA-GD-A3OQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GD-A3OS                     TCGA-GU-A42P 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GU-A42Q                     TCGA-GU-A42R 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A3JV                     TCGA-GV-A3JW 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GV-A3JX                     TCGA-GV-A3JZ 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A3QF                     TCGA-GV-A3QH 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-GV-A3QI                     TCGA-GV-A3QK 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-GV-A40E                     TCGA-GV-A40G 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-H4-A2HO                     TCGA-H4-A2HQ 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-K4-A3WS                     TCGA-K4-A3WU 
"DEL PEAK 36(XQ21.33) WILD-TYPE" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-K4-A3WV                     TCGA-K4-A4AB 
  "DEL PEAK 36(XQ21.33) MUTATED" "DEL PEAK 36(XQ21.33) WILD-TYPE" 
                    TCGA-K4-A4AC                     TCGA-LT-A5Z6 
"DEL PEAK 36(XQ21.33) WILD-TYPE"   "DEL PEAK 36(XQ21.33) MUTATED" 
                    TCGA-MV-A51V 
  "DEL PEAK 36(XQ21.33) MUTATED" 
[1] "hr=" "1"  
D65V2, continuous
                                vv
clus                             STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 36(XQ21.33) MUTATED         0       11         8       12
  DEL PEAK 36(XQ21.33) WILD-TYPE       2       38        41       36
D65V3, multiclass
           clus
vv          DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE
  STAGE I                              0                              2
  STAGE II                            11                             38
  STAGE III                            8                             41
  STAGE IV                            12                             36
                                vv
clus                             T0+T1+T2 T3 T4
  DEL PEAK 36(XQ21.33) MUTATED         10 12  7
  DEL PEAK 36(XQ21.33) WILD-TYPE       34 57 15
D65V4, multiclass
          clus
vv         DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE
  T0+T1+T2                           10                             34
  T3                                 12                             57
  T4                                  7                             15
                                vv
clus                             N0 N1 N2 N3
  DEL PEAK 36(XQ21.33) MUTATED   17  4  5  1
  DEL PEAK 36(XQ21.33) WILD-TYPE 74 10 22  4
D65V5, multiclass
    clus
vv   DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE
  N0                           17                             74
  N1                            4                             10
  N2                            5                             22
  N3                            1                              4
                                vv
clus                             M0 M1 MX
  DEL PEAK 36(XQ21.33) MUTATED   17  1 16
  DEL PEAK 36(XQ21.33) WILD-TYPE 73  4 40
D65V6, multiclass
    clus
vv   DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE
  M0                           17                             73
  M1                            1                              4
  MX                           16                             40
D65V7, binary
                                cls
clus                              0  1
  DEL PEAK 36(XQ21.33) MUTATED    8 26
  DEL PEAK 36(XQ21.33) WILD-TYPE 28 90
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 36(XQ21.33) MUTATED      8   26
  DEL PEAK 36(XQ21.33) WILD-TYPE   28   90
        clus
vv       DEL PEAK 36(XQ21.33) MUTATED DEL PEAK 36(XQ21.33) WILD-TYPE
  FEMALE                            8                             28
  MALE                             26                             90
D65V8, continuous
D65V9, continuous
D65V10, continuous

Clustering(66) Variable = DEL PEAK 37(XQ23) MUTATION ANALYSIS
D66V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 37(XQ23) MUTATED   23  8
  DEL PEAK 37(XQ23) WILD-TYPE 80 34
  DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE 
                         31                         114 
  DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE 
                          8                          34 
$`DEL PEAK 37(XQ23) MUTATED`
TCGA-BT-A20J TCGA-BT-A20N TCGA-BT-A20T TCGA-BT-A3PH TCGA-CF-A1HS TCGA-CF-A27C 
       19.00        32.84        14.89         4.64         0.43         0.69 
TCGA-CF-A47X TCGA-CU-A3QU TCGA-DK-A1AB TCGA-DK-A1AC TCGA-DK-A3IS TCGA-DK-A3IT 
        0.10         5.19         8.91       130.85        50.27        15.09 
TCGA-DK-A3IV TCGA-E5-A2PC TCGA-FD-A3B4 TCGA-FD-A3SN TCGA-FD-A3SS TCGA-FJ-A3Z7 
        9.67        43.59        15.68         6.81         1.94        15.16 
TCGA-FJ-A3ZF TCGA-FT-A3EE TCGA-G2-A2EL TCGA-G2-A3IB TCGA-GC-A3BM TCGA-GU-A42P 
        4.08         3.22        26.93         7.04         2.86         6.38 
TCGA-GV-A3JX TCGA-GV-A3QI TCGA-GV-A40G TCGA-H4-A2HQ TCGA-K4-A3WV TCGA-LT-A5Z6 
        6.15         4.11         5.33         6.71         4.64         3.42 
TCGA-MV-A51V 
        3.68 

$`DEL PEAK 37(XQ23) WILD-TYPE`
TCGA-BL-A0C8 TCGA-BL-A13I TCGA-BL-A13J TCGA-BL-A3JM TCGA-BT-A0S7 TCGA-BT-A0YX 
       40.08         7.33         2.66         6.74         6.58        11.93 
TCGA-BT-A20O TCGA-BT-A20P TCGA-BT-A20Q TCGA-BT-A20R TCGA-BT-A20U TCGA-BT-A20V 
       12.16        17.85        19.46         5.06        14.93         5.06 
TCGA-BT-A20W TCGA-BT-A20X TCGA-BT-A2LA TCGA-BT-A2LD TCGA-BT-A3PK TCGA-BT-A42E 
        8.35         8.25         5.88         3.65         2.07         9.99 
TCGA-C4-A0EZ TCGA-C4-A0F0 TCGA-C4-A0F6 TCGA-CF-A1HR TCGA-CF-A47S TCGA-CF-A47T 
        8.98         1.94        23.01         0.46         0.13         0.07 
TCGA-CF-A47V TCGA-CF-A47W TCGA-CF-A47Y TCGA-CU-A0YN TCGA-CU-A0YO TCGA-CU-A0YR 
        0.10         0.07         0.10        12.92         4.90         7.20 
TCGA-CU-A3KJ TCGA-CU-A3YL TCGA-CU-A5W6 TCGA-DK-A1A3 TCGA-DK-A1A5 TCGA-DK-A1A6 
        5.46         8.09         1.84         2.53         2.14        31.40 
TCGA-DK-A1A7 TCGA-DK-A1AA TCGA-DK-A1AD TCGA-DK-A1AE TCGA-DK-A1AF TCGA-DK-A1AG 
       18.41        19.00       112.44        16.14        17.62        15.62 
TCGA-DK-A2HX TCGA-DK-A2I1 TCGA-DK-A2I2 TCGA-DK-A2I4 TCGA-DK-A2I6 TCGA-DK-A3IK 
        1.81        10.59         7.76       123.85        87.29         2.20 
TCGA-DK-A3IL TCGA-DK-A3IM TCGA-DK-A3IN TCGA-DK-A3IQ TCGA-DK-A3IU TCGA-DK-A3WW 
        3.98         7.82         8.22        10.49        20.02         8.28 
TCGA-DK-A3WX TCGA-DK-A3WY TCGA-DK-A3X1 TCGA-DK-A3X2 TCGA-E7-A3Y1 TCGA-E7-A4IJ 
       10.55       131.15        41.03        17.98         0.10         0.49 
TCGA-E7-A4XJ TCGA-E7-A541 TCGA-E7-A5KE TCGA-FD-A3B3 TCGA-FD-A3B5 TCGA-FD-A3B6 
        0.53         0.56         0.56         8.81         8.94         6.87 
TCGA-FD-A3B7 TCGA-FD-A3B8 TCGA-FD-A3N5 TCGA-FD-A3N6 TCGA-FD-A3NA TCGA-FD-A3SJ 
        4.01        11.05         8.94        15.88        32.02        24.30 
TCGA-FD-A3SL TCGA-FD-A3SM TCGA-FD-A3SO TCGA-FD-A3SP TCGA-FD-A3SQ TCGA-FD-A3SR 
       10.98         6.12         5.49         4.54        46.78        19.79 
TCGA-FD-A43N TCGA-FD-A43U TCGA-FJ-A3Z9 TCGA-FJ-A3ZE TCGA-G2-A2EF TCGA-G2-A2EJ 
        7.89         6.84         7.10         3.48        61.94        30.61 
TCGA-G2-A2EK TCGA-G2-A2EO TCGA-G2-A2ES TCGA-G2-A3IE TCGA-G2-A3VY TCGA-GC-A3I6 
        5.65        35.24        17.26        20.12         0.82         2.24 
TCGA-GC-A3OO TCGA-GC-A3RB TCGA-GC-A3RC TCGA-GC-A3RD TCGA-GC-A3WC TCGA-GC-A3YS 
        1.32         4.50         1.38         1.02         2.50         1.08 
TCGA-GD-A2C5 TCGA-GD-A3OP TCGA-GD-A3OQ TCGA-GD-A3OS TCGA-GU-A42Q TCGA-GU-A42R 
        7.69         2.10         3.12        20.98         7.56         3.22 
TCGA-GV-A3JV TCGA-GV-A3JW TCGA-GV-A3JZ TCGA-GV-A3QF TCGA-GV-A3QH TCGA-GV-A3QK 
        4.37         6.41         5.69         7.63         7.79         6.64 
TCGA-GV-A40E TCGA-H4-A2HO TCGA-K4-A3WS TCGA-K4-A3WU TCGA-K4-A4AB TCGA-K4-A4AC 
        6.38         1.51         8.71         3.42         2.50         6.48 

  DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE 
                       0.10                        0.07 
  DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE 
                     130.85                      131.15 
  DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE 
                       6.38                        7.15 
[1] "0.1 - 130.8 (6.4)" "0.1 - 131.2 (7.2)"
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BL-A0C8                  TCGA-BL-A13I 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BL-A13J                  TCGA-BL-A3JM 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A0S7                  TCGA-BT-A0YX 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20J                  TCGA-BT-A20N 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BT-A20O                  TCGA-BT-A20P 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20Q                  TCGA-BT-A20R 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20T                  TCGA-BT-A20U 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20V                  TCGA-BT-A20W 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A20X                  TCGA-BT-A2LA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-BT-A2LD                  TCGA-BT-A3PH 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-BT-A3PK                  TCGA-BT-A42E 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-C4-A0EZ                  TCGA-C4-A0F0 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-C4-A0F6                  TCGA-CF-A1HR 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A1HS                  TCGA-CF-A27C 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-CF-A47S                  TCGA-CF-A47T 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A47V                  TCGA-CF-A47W 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CF-A47X                  TCGA-CF-A47Y 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A0YN                  TCGA-CU-A0YO 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A0YR                  TCGA-CU-A3KJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A3QU                  TCGA-CU-A3YL 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-CU-A5W6                  TCGA-DK-A1A3 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1A5                  TCGA-DK-A1A6 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1A7                  TCGA-DK-A1AA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1AB                  TCGA-DK-A1AC 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A1AD                  TCGA-DK-A1AE 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A1AF                  TCGA-DK-A1AG 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2HX                  TCGA-DK-A2I1 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2I2                  TCGA-DK-A2I4 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A2I6                  TCGA-DK-A3IK 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IL                  TCGA-DK-A3IM 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IN                  TCGA-DK-A3IQ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3IS                  TCGA-DK-A3IT 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A3IU                  TCGA-DK-A3IV 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-DK-A3WW                  TCGA-DK-A3WX 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3WY                  TCGA-DK-A3X1 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-DK-A3X2                  TCGA-E5-A2PC 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-E7-A3Y1                  TCGA-E7-A4IJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-E7-A4XJ                  TCGA-E7-A541 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-E7-A5KE                  TCGA-FD-A3B3 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B4                  TCGA-FD-A3B5 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B6                  TCGA-FD-A3B7 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3B8                  TCGA-FD-A3N5 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3N6                  TCGA-FD-A3NA 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SJ                  TCGA-FD-A3SL 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SM                  TCGA-FD-A3SN 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-FD-A3SO                  TCGA-FD-A3SP 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SQ                  TCGA-FD-A3SR 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A3SS                  TCGA-FD-A43N 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FD-A43U                  TCGA-FJ-A3Z7 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-FJ-A3Z9                  TCGA-FJ-A3ZE 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-FJ-A3ZF                  TCGA-FT-A3EE 
  "DEL PEAK 37(XQ23) MUTATED"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-G2-A2EF                  TCGA-G2-A2EJ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A2EK                  TCGA-G2-A2EL 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-G2-A2EO                  TCGA-G2-A2ES 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A3IB                  TCGA-G2-A3IE 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-G2-A3VY                  TCGA-GC-A3BM 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-GC-A3I6                  TCGA-GC-A3OO 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3RB                  TCGA-GC-A3RC 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3RD                  TCGA-GC-A3WC 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GC-A3YS                  TCGA-GD-A2C5 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GD-A3OP                  TCGA-GD-A3OQ 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GD-A3OS                  TCGA-GU-A42P 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-GU-A42Q                  TCGA-GU-A42R 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3JV                  TCGA-GV-A3JW 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3JX                  TCGA-GV-A3JZ 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3QF                  TCGA-GV-A3QH 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A3QI                  TCGA-GV-A3QK 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-GV-A40E                  TCGA-GV-A40G 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-H4-A2HO                  TCGA-H4-A2HQ 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-K4-A3WS                  TCGA-K4-A3WU 
"DEL PEAK 37(XQ23) WILD-TYPE" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-K4-A3WV                  TCGA-K4-A4AB 
  "DEL PEAK 37(XQ23) MUTATED" "DEL PEAK 37(XQ23) WILD-TYPE" 
                 TCGA-K4-A4AC                  TCGA-LT-A5Z6 
"DEL PEAK 37(XQ23) WILD-TYPE"   "DEL PEAK 37(XQ23) MUTATED" 
                 TCGA-MV-A51V 
  "DEL PEAK 37(XQ23) MUTATED" 
[1] "hr=" "1.2"
D66V2, continuous
                             vv
clus                          STAGE I STAGE II STAGE III STAGE IV
  DEL PEAK 37(XQ23) MUTATED         0       11         9       10
  DEL PEAK 37(XQ23) WILD-TYPE       2       38        40       38
D66V3, multiclass
           clus
vv          DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE
  STAGE I                           0                           2
  STAGE II                         11                          38
  STAGE III                         9                          40
  STAGE IV                         10                          38
                             vv
clus                          T0+T1+T2 T3 T4
  DEL PEAK 37(XQ23) MUTATED         10 12  5
  DEL PEAK 37(XQ23) WILD-TYPE       34 57 17
D66V4, multiclass
          clus
vv         DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE
  T0+T1+T2                        10                          34
  T3                              12                          57
  T4                               5                          17
                             vv
clus                          N0 N1 N2 N3
  DEL PEAK 37(XQ23) MUTATED   19  4  3  1
  DEL PEAK 37(XQ23) WILD-TYPE 72 10 24  4
D66V5, multiclass
    clus
vv   DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE
  N0                        19                          72
  N1                         4                          10
  N2                         3                          24
  N3                         1                           4
                             vv
clus                          M0 M1 MX
  DEL PEAK 37(XQ23) MUTATED   16  1 16
  DEL PEAK 37(XQ23) WILD-TYPE 74  4 40
D66V6, multiclass
    clus
vv   DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE
  M0                        16                          74
  M1                         1                           4
  MX                        16                          40
D66V7, binary
                             cls
clus                           0  1
  DEL PEAK 37(XQ23) MUTATED    7 26
  DEL PEAK 37(XQ23) WILD-TYPE 29 90
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 37(XQ23) MUTATED      7   26
  DEL PEAK 37(XQ23) WILD-TYPE   29   90
        clus
vv       DEL PEAK 37(XQ23) MUTATED DEL PEAK 37(XQ23) WILD-TYPE
  FEMALE                         7                          29
  MALE                          26                          90
D66V8, continuous
D66V9, continuous
D66V10, continuous
> q(save="no")
